Dataset statistics
| Number of variables | 81 |
|---|---|
| Number of observations | 1836 |
| Missing cells | 9538 |
| Missing cells (%) | 6.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.1 MiB |
| Average record size in memory | 634.2 B |
Variable types
| Numeric | 76 |
|---|---|
| DateTime | 3 |
| Categorical | 2 |
hypersensitive_cardiac_troponini has 298 (16.2%) missing values | Missing |
prothrombin_time has 21 (1.1%) missing values | Missing |
procalcitonin has 137 (7.5%) missing values | Missing |
interleukin_2_receptor has 549 (29.9%) missing values | Missing |
interleukin_10 has 553 (30.1%) missing values | Missing |
antithrombin has 661 (36.0%) missing values | Missing |
interleukin_8 has 549 (29.9%) missing values | Missing |
red_blood_cell_distribution_width has 31 (1.7%) missing values | Missing |
quantification_of_treponema_pallidum_antibodies has 355 (19.3%) missing values | Missing |
prothrombin_activity has 21 (1.1%) missing values | Missing |
hbsag has 347 (18.9%) missing values | Missing |
tumor_necrosis_factor has 549 (29.9%) missing values | Missing |
fibrinogen has 211 (11.5%) missing values | Missing |
interleukin_1 has 549 (29.9%) missing values | Missing |
ph_value has 515 (28.1%) missing values | Missing |
glucose has 24 (1.3%) missing values | Missing |
mean_platelet_volume has 41 (2.2%) missing values | Missing |
ferritin has 542 (29.5%) missing values | Missing |
rbc_distribution_width_sd has 31 (1.7%) missing values | Missing |
thrombin_time has 211 (11.5%) missing values | Missing |
hcv_antibody_quantification has 347 (18.9%) missing values | Missing |
d_d_dimer has 41 (2.2%) missing values | Missing |
amino_terminal_brain_natriuretic_peptide_precursor_nt_probnp has 357 (19.4%) missing values | Missing |
platelet_large_cell_ratio has 41 (2.2%) missing values | Missing |
interleukin_6 has 541 (29.5%) missing values | Missing |
fibrin_degradation_products has 661 (36.0%) missing values | Missing |
plt_distribution_width has 41 (2.2%) missing values | Missing |
international_standard_ratio has 21 (1.1%) missing values | Missing |
activation_of_partial_thromboplastin_time has 211 (11.5%) missing values | Missing |
high_sensitivity_c_reactive_protein has 28 (1.5%) missing values | Missing |
hiv_antibody_quantification has 361 (19.7%) missing values | Missing |
thrombocytocrit has 41 (2.2%) missing values | Missing |
esr has 261 (14.2%) missing values | Missing |
lymphocyte_count is highly skewed (γ1 = 21.45757836) | Skewed |
monocytes_count is highly skewed (γ1 = 23.72535849) | Skewed |
df_index has unique values | Unique |
eosinophils has 665 (36.2%) zeros | Zeros |
basophil has 231 (12.6%) zeros | Zeros |
hbsag has 696 (37.9%) zeros | Zeros |
eosinophil_count has 653 (35.6%) zeros | Zeros |
basophil_count has 221 (12.0%) zeros | Zeros |
Reproduction
| Analysis started | 2021-04-12 15:12:28.519856 |
|---|---|
| Analysis finished | 2021-04-12 15:12:29.004223 |
| Duration | 0.48 seconds |
| Software version | pandas-profiling v2.11.0 |
| Download configuration | config.yaml |
| Distinct | 1836 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3105.617102 |
|---|---|
| Minimum | 1 |
| Maximum | 6118 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 350.5 |
| Q1 | 1548.5 |
| median | 3126 |
| Q3 | 4663.25 |
| 95-th percentile | 5810.75 |
| Maximum | 6118 |
| Range | 6117 |
| Interquartile range (IQR) | 3114.75 |
Descriptive statistics
| Standard deviation | 1762.934541 |
|---|---|
| Coefficient of variation (CV) | 0.5676599797 |
| Kurtosis | -1.220907312 |
| Mean | 3105.617102 |
| Median Absolute Deviation (MAD) | 1555 |
| Skewness | -0.02329301324 |
| Sum | 5701913 |
| Variance | 3107938.197 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4094 | 1 | 0.1% |
| 1408 | 1 | 0.1% |
| 446 | 1 | 0.1% |
| 1416 | 1 | 0.1% |
| 5514 | 1 | 0.1% |
| 5516 | 1 | 0.1% |
| 3471 | 1 | 0.1% |
| 1424 | 1 | 0.1% |
| 3473 | 1 | 0.1% |
| 5522 | 1 | 0.1% |
| Other values (1826) | 1826 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 4 | 1 | |
| 19 | 1 | |
| 26 | 1 | |
| 28 | 1 |
| Value | Count | Frequency (%) |
| 6118 | 1 | |
| 6116 | 1 | |
| 6111 | 1 | |
| 6104 | 1 | |
| 6103 | 1 |
patient_id
Real number (ℝ≥0)
| Distinct | 350 |
|---|---|
| Distinct (%) | 19.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 187.5653595 |
|---|---|
| Minimum | 1 |
| Maximum | 375 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 18 |
| Q1 | 94 |
| median | 194 |
| Q3 | 277.25 |
| 95-th percentile | 357 |
| Maximum | 375 |
| Range | 374 |
| Interquartile range (IQR) | 183.25 |
Descriptive statistics
| Standard deviation | 107.0424173 |
|---|---|
| Coefficient of variation (CV) | 0.5706939576 |
| Kurtosis | -1.166913932 |
| Mean | 187.5653595 |
| Median Absolute Deviation (MAD) | 91 |
| Skewness | -0.0159840416 |
| Sum | 344370 |
| Variance | 11458.0791 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 258 | 16 | 0.9% |
| 349 | 16 | 0.9% |
| 295 | 15 | 0.8% |
| 372 | 15 | 0.8% |
| 231 | 14 | 0.8% |
| 308 | 14 | 0.8% |
| 345 | 14 | 0.8% |
| 218 | 13 | 0.7% |
| 175 | 13 | 0.7% |
| 366 | 13 | 0.7% |
| Other values (340) | 1693 |
| Value | Count | Frequency (%) |
| 1 | 3 | 0.2% |
| 2 | 10 | |
| 3 | 6 | |
| 4 | 6 | |
| 5 | 5 |
| Value | Count | Frequency (%) |
| 375 | 7 | |
| 374 | 4 | 0.2% |
| 373 | 1 | 0.1% |
| 372 | 15 | |
| 371 | 2 | 0.1% |
re_date
Date
| Distinct | 1343 |
|---|---|
| Distinct (%) | 73.3% |
| Missing | 5 |
| Missing (%) | 0.3% |
| Memory size | 14.5 KiB |
| Minimum | 2020-01-10 20:52:00 |
|---|---|
| Maximum | 2020-02-18 17:49:00 |
Histogram with fixed size bins (bins=50)
age
Real number (ℝ≥0)
| Distinct | 70 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59.53594771 |
|---|---|
| Minimum | 18 |
| Maximum | 95 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 31 |
| Q1 | 47 |
| median | 62 |
| Q3 | 71 |
| 95-th percentile | 83 |
| Maximum | 95 |
| Range | 77 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 16.44123591 |
|---|---|
| Coefficient of variation (CV) | 0.2761564491 |
| Kurtosis | -0.650188938 |
| Mean | 59.53594771 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | -0.298701457 |
| Sum | 109308 |
| Variance | 270.3142384 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 62 | 77 | 4.2% |
| 57 | 74 | 4.0% |
| 69 | 69 | 3.8% |
| 67 | 66 | 3.6% |
| 68 | 57 | 3.1% |
| 65 | 54 | 2.9% |
| 64 | 54 | 2.9% |
| 61 | 53 | 2.9% |
| 51 | 50 | 2.7% |
| 44 | 48 | 2.6% |
| Other values (60) | 1234 |
| Value | Count | Frequency (%) |
| 18 | 5 | 0.3% |
| 19 | 2 | 0.1% |
| 22 | 3 | 0.2% |
| 26 | 7 | 0.4% |
| 27 | 31 |
| Value | Count | Frequency (%) |
| 95 | 6 | |
| 94 | 6 | |
| 92 | 11 | |
| 91 | 3 | 0.2% |
| 90 | 6 |
gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| 1 | |
|---|---|
| 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 2 |
| 3rd row | 1 |
| 4th row | 2 |
| 5th row | 2 |
| Value | Count | Frequency (%) |
| 1 | 1141 | |
| 2 | 695 |
admission_time
Date
| Distinct | 350 |
|---|---|
| Distinct (%) | 19.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.5 KiB |
| Minimum | 2020-01-10 15:52:20 |
|---|---|
| Maximum | 2020-02-16 21:38:46 |
Histogram with fixed size bins (bins=50)
discharge_time
Date
| Distinct | 349 |
|---|---|
| Distinct (%) | 19.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.5 KiB |
| Minimum | 2020-01-23 09:09:23 |
|---|---|
| Maximum | 2020-03-04 16:21:51 |
Histogram with fixed size bins (bins=50)
outcome
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| 0 | |
|---|---|
| 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 942 | |
| 1 | 894 |
| Distinct | 646 |
|---|---|
| Distinct (%) | 42.0% |
| Missing | 298 |
| Missing (%) | 16.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1085.950007 |
|---|---|
| Minimum | 1.9 |
| Maximum | 50000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 1.9 |
|---|---|
| 5-th percentile | 1.9 |
| Q1 | 3 |
| median | 14.19910714 |
| Q3 | 88.6 |
| 95-th percentile | 3870.215 |
| Maximum | 50000 |
| Range | 49998.1 |
| Interquartile range (IQR) | 85.6 |
Descriptive statistics
| Standard deviation | 5422.869434 |
|---|---|
| Coefficient of variation (CV) | 4.993663982 |
| Kurtosis | 59.68509693 |
| Mean | 1085.950007 |
| Median Absolute Deviation (MAD) | 12.29910714 |
| Skewness | 7.470070183 |
| Sum | 1670191.11 |
| Variance | 29407512.9 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.9 | 253 | 13.8% |
| 2 | 36 | 2.0% |
| 3.6 | 22 | 1.2% |
| 8.1 | 21 | 1.1% |
| 2.7 | 16 | 0.9% |
| 3.3 | 16 | 0.9% |
| 2.2 | 13 | 0.7% |
| 5.2 | 12 | 0.7% |
| 3.7 | 12 | 0.7% |
| 5.4 | 12 | 0.7% |
| Other values (636) | 1125 | |
| (Missing) | 298 | 16.2% |
| Value | Count | Frequency (%) |
| 1.9 | 253 | |
| 1.9625 | 1 | 0.1% |
| 2 | 36 | 2.0% |
| 2.03125 | 1 | 0.1% |
| 2.071428571 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 50000 | 11 | |
| 47751.925 | 1 | 0.1% |
| 45503.85 | 1 | 0.1% |
| 41649.87692 | 1 | 0.1% |
| 41007.7 | 1 | 0.1% |
hemoglobin
Real number (ℝ≥0)
| Distinct | 755 |
|---|---|
| Distinct (%) | 41.3% |
| Missing | 9 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 124.6894608 |
|---|---|
| Minimum | 6.4 |
| Maximum | 178 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 6.4 |
|---|---|
| 5-th percentile | 95.03 |
| Q1 | 113 |
| median | 125 |
| Q3 | 138 |
| 95-th percentile | 156 |
| Maximum | 178 |
| Range | 171.6 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 19.88861202 |
|---|---|
| Coefficient of variation (CV) | 0.159505157 |
| Kurtosis | 3.785345976 |
| Mean | 124.6894608 |
| Median Absolute Deviation (MAD) | 12.42857143 |
| Skewness | -0.9003015417 |
| Sum | 227807.6448 |
| Variance | 395.556888 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 125 | 33 | 1.8% |
| 129 | 30 | 1.6% |
| 124 | 29 | 1.6% |
| 121 | 27 | 1.5% |
| 128 | 26 | 1.4% |
| 119 | 26 | 1.4% |
| 110 | 26 | 1.4% |
| 109 | 25 | 1.4% |
| 108 | 24 | 1.3% |
| 120 | 24 | 1.3% |
| Other values (745) | 1557 |
| Value | Count | Frequency (%) |
| 6.4 | 1 | 0.1% |
| 12.9 | 1 | 0.1% |
| 14.1 | 1 | 0.1% |
| 16 | 3 | |
| 18.7 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 178 | 1 | 0.1% |
| 176.5555556 | 1 | 0.1% |
| 171 | 9 | |
| 169.3333333 | 1 | 0.1% |
| 167.952381 | 1 | 0.1% |
serum_chloride
Real number (ℝ≥0)
| Distinct | 960 |
|---|---|
| Distinct (%) | 52.6% |
| Missing | 12 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 102.5806267 |
|---|---|
| Minimum | 71.5 |
| Maximum | 140.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 71.5 |
|---|---|
| 5-th percentile | 93.03333333 |
| Q1 | 98.935 |
| median | 101.9 |
| Q3 | 104.9 |
| 95-th percentile | 116.2828571 |
| Maximum | 140.4 |
| Range | 68.9 |
| Interquartile range (IQR) | 5.965 |
Descriptive statistics
| Standard deviation | 7.153556093 |
|---|---|
| Coefficient of variation (CV) | 0.06973593676 |
| Kurtosis | 4.758783852 |
| Mean | 102.5806267 |
| Median Absolute Deviation (MAD) | 2.995 |
| Skewness | 1.243672157 |
| Sum | 187107.063 |
| Variance | 51.17336478 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100.4 | 18 | 1.0% |
| 99.1 | 18 | 1.0% |
| 102.5 | 17 | 0.9% |
| 99.8 | 17 | 0.9% |
| 103.2 | 16 | 0.9% |
| 103.4 | 15 | 0.8% |
| 99.7 | 14 | 0.8% |
| 100.3 | 14 | 0.8% |
| 104.9 | 14 | 0.8% |
| 100 | 14 | 0.8% |
| Other values (950) | 1667 |
| Value | Count | Frequency (%) |
| 71.5 | 2 | |
| 73.56666667 | 1 | 0.1% |
| 76 | 1 | 0.1% |
| 83 | 3 | |
| 84.43333333 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 140.4 | 2 | |
| 140.3 | 2 | |
| 140.2 | 1 | |
| 140.1 | 1 | |
| 138.2 | 1 |
| Distinct | 641 |
|---|---|
| Distinct (%) | 35.3% |
| Missing | 21 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.80631087 |
|---|---|
| Minimum | 11.5 |
| Maximum | 120 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 11.5 |
|---|---|
| 5-th percentile | 12.8 |
| Q1 | 13.55227273 |
| median | 14.4 |
| Q3 | 16.2 |
| 95-th percentile | 21.94909091 |
| Maximum | 120 |
| Range | 108.5 |
| Interquartile range (IQR) | 2.647727273 |
Descriptive statistics
| Standard deviation | 6.501285754 |
|---|---|
| Coefficient of variation (CV) | 0.4113094958 |
| Kurtosis | 136.5070569 |
| Mean | 15.80631087 |
| Median Absolute Deviation (MAD) | 1.1 |
| Skewness | 10.19323518 |
| Sum | 28688.45423 |
| Variance | 42.26671646 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 13.6 | 71 | 3.9% |
| 14 | 53 | 2.9% |
| 13.4 | 52 | 2.8% |
| 12.9 | 47 | 2.6% |
| 13.7 | 45 | 2.5% |
| 13 | 44 | 2.4% |
| 13.5 | 42 | 2.3% |
| 13.3 | 37 | 2.0% |
| 13.1 | 37 | 2.0% |
| 13.8 | 37 | 2.0% |
| Other values (631) | 1350 |
| Value | Count | Frequency (%) |
| 11.5 | 3 | |
| 11.6 | 2 | |
| 11.8 | 1 | 0.1% |
| 11.90526316 | 1 | 0.1% |
| 11.9625 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 120 | 2 | |
| 110.88 | 1 | |
| 104.8 | 1 | |
| 92.1 | 1 | |
| 79.06 | 1 |
| Distinct | 372 |
|---|---|
| Distinct (%) | 21.9% |
| Missing | 137 |
| Missing (%) | 7.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.019791283 |
|---|---|
| Minimum | 0.02 |
| Maximum | 51.76419355 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 0.02 |
|---|---|
| 5-th percentile | 0.02 |
| Q1 | 0.04 |
| median | 0.1185714286 |
| Q3 | 0.45 |
| 95-th percentile | 3.985333333 |
| Maximum | 51.76419355 |
| Range | 51.74419355 |
| Interquartile range (IQR) | 0.41 |
Descriptive statistics
| Standard deviation | 4.058683152 |
|---|---|
| Coefficient of variation (CV) | 3.97991552 |
| Kurtosis | 70.9139461 |
| Mean | 1.019791283 |
| Median Absolute Deviation (MAD) | 0.09273809524 |
| Skewness | 7.770461034 |
| Sum | 1732.625389 |
| Variance | 16.47290893 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.02 | 230 | 12.5% |
| 0.03 | 105 | 5.7% |
| 0.04 | 95 | 5.2% |
| 0.06 | 75 | 4.1% |
| 0.05 | 68 | 3.7% |
| 0.07 | 43 | 2.3% |
| 0.09 | 39 | 2.1% |
| 0.16 | 35 | 1.9% |
| 0.15 | 34 | 1.9% |
| 0.11 | 26 | 1.4% |
| Other values (362) | 949 | |
| (Missing) | 137 | 7.5% |
| Value | Count | Frequency (%) |
| 0.02 | 230 | |
| 0.02111111111 | 1 | 0.1% |
| 0.02166666667 | 3 | 0.2% |
| 0.02333333333 | 1 | 0.1% |
| 0.024 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 51.76419355 | 1 | |
| 49.96225806 | 1 | |
| 44.55645161 | 1 | |
| 42.75451613 | 1 | |
| 42.71 | 1 |
| Distinct | 455 |
|---|---|
| Distinct (%) | 24.9% |
| Missing | 9 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6470635137 |
|---|---|
| Minimum | 0 |
| Maximum | 8.6 |
| Zeros | 665 |
| Zeros (%) | 36.2% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.1333333333 |
| Q3 | 0.9 |
| 95-th percentile | 2.7 |
| Maximum | 8.6 |
| Range | 8.6 |
| Interquartile range (IQR) | 0.9 |
Descriptive statistics
| Standard deviation | 1.052293209 |
|---|---|
| Coefficient of variation (CV) | 1.626259536 |
| Kurtosis | 11.44891732 |
| Mean | 0.6470635137 |
| Median Absolute Deviation (MAD) | 0.1333333333 |
| Skewness | 2.78381789 |
| Sum | 1182.18504 |
| Variance | 1.107320999 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 665 | |
| 0.1 | 68 | 3.7% |
| 0.2 | 56 | 3.1% |
| 0.7 | 32 | 1.7% |
| 0.6 | 31 | 1.7% |
| 2 | 25 | 1.4% |
| 0.3 | 24 | 1.3% |
| 0.8 | 21 | 1.1% |
| 0.4 | 20 | 1.1% |
| 0.5 | 20 | 1.1% |
| Other values (445) | 865 |
| Value | Count | Frequency (%) |
| 0 | 665 | |
| 0.005 | 1 | 0.1% |
| 0.009090909091 | 1 | 0.1% |
| 0.01 | 2 | 0.1% |
| 0.01111111111 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 8.6 | 3 | |
| 7.2 | 1 | 0.1% |
| 7.1 | 4 | |
| 7.06 | 1 | 0.1% |
| 6.033333333 | 1 | 0.1% |
| Distinct | 356 |
|---|---|
| Distinct (%) | 27.7% |
| Missing | 549 |
| Missing (%) | 29.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 989.7415392 |
|---|---|
| Minimum | 65.5 |
| Maximum | 7500 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 65.5 |
|---|---|
| 5-th percentile | 254 |
| Q1 | 513 |
| median | 778 |
| Q3 | 1192 |
| 95-th percentile | 2175.7 |
| Maximum | 7500 |
| Range | 7434.5 |
| Interquartile range (IQR) | 679 |
Descriptive statistics
| Standard deviation | 863.3289299 |
|---|---|
| Coefficient of variation (CV) | 0.8722771508 |
| Kurtosis | 23.09817604 |
| Mean | 989.7415392 |
| Median Absolute Deviation (MAD) | 322 |
| Skewness | 3.913545834 |
| Sum | 1273797.361 |
| Variance | 745336.8412 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1063 | 16 | 0.9% |
| 1179 | 16 | 0.9% |
| 966 | 16 | 0.9% |
| 1833 | 15 | 0.8% |
| 1480 | 15 | 0.8% |
| 1522 | 14 | 0.8% |
| 1049 | 14 | 0.8% |
| 518 | 13 | 0.7% |
| 225 | 12 | 0.7% |
| 1336 | 11 | 0.6% |
| Other values (346) | 1145 | |
| (Missing) | 549 |
| Value | Count | Frequency (%) |
| 65.5 | 1 | 0.1% |
| 68.5 | 1 | 0.1% |
| 70 | 6 | |
| 103.2222222 | 1 | 0.1% |
| 123 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 7500 | 9 | |
| 5150 | 1 | 0.1% |
| 4734 | 1 | 0.1% |
| 4318 | 1 | 0.1% |
| 4201 | 8 |
alkaline_phosphatase
Real number (ℝ≥0)
| Distinct | 795 |
|---|---|
| Distinct (%) | 43.5% |
| Missing | 9 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 82.32483151 |
|---|---|
| Minimum | 17 |
| Maximum | 620 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 17 |
|---|---|
| 5-th percentile | 41 |
| Q1 | 54 |
| median | 69 |
| Q3 | 95.18333333 |
| 95-th percentile | 172.3928571 |
| Maximum | 620 |
| Range | 603 |
| Interquartile range (IQR) | 41.18333333 |
Descriptive statistics
| Standard deviation | 47.55349046 |
|---|---|
| Coefficient of variation (CV) | 0.5776324056 |
| Kurtosis | 24.28063756 |
| Mean | 82.32483151 |
| Median Absolute Deviation (MAD) | 17.71428571 |
| Skewness | 3.502586423 |
| Sum | 150407.4672 |
| Variance | 2261.334455 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 47 | 31 | 1.7% |
| 62 | 26 | 1.4% |
| 54 | 25 | 1.4% |
| 53 | 25 | 1.4% |
| 68 | 25 | 1.4% |
| 55 | 23 | 1.3% |
| 61 | 22 | 1.2% |
| 59 | 21 | 1.1% |
| 73 | 21 | 1.1% |
| 63 | 20 | 1.1% |
| Other values (785) | 1588 |
| Value | Count | Frequency (%) |
| 17 | 4 | |
| 20 | 1 | 0.1% |
| 20.75 | 1 | 0.1% |
| 21 | 1 | 0.1% |
| 21.75 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 620 | 2 | |
| 424 | 3 | |
| 381.4 | 1 | 0.1% |
| 317.5 | 1 | 0.1% |
| 284 | 1 | 0.1% |
albumin
Real number (ℝ≥0)
| Distinct | 979 |
|---|---|
| Distinct (%) | 53.6% |
| Missing | 9 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.24753735 |
|---|---|
| Minimum | 13.6 |
| Maximum | 47.35 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 13.6 |
|---|---|
| 5-th percentile | 22.61363636 |
| Q1 | 27.83888889 |
| median | 32.56 |
| Q3 | 36.8 |
| 95-th percentile | 41 |
| Maximum | 47.35 |
| Range | 33.75 |
| Interquartile range (IQR) | 8.961111111 |
Descriptive statistics
| Standard deviation | 5.913430103 |
|---|---|
| Coefficient of variation (CV) | 0.1833761766 |
| Kurtosis | -0.5191671188 |
| Mean | 32.24753735 |
| Median Absolute Deviation (MAD) | 4.46 |
| Skewness | -0.1960832705 |
| Sum | 58916.25074 |
| Variance | 34.96865559 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 30.1 | 25 | 1.4% |
| 31.4 | 20 | 1.1% |
| 31.3 | 14 | 0.8% |
| 35.4 | 14 | 0.8% |
| 34.9 | 13 | 0.7% |
| 26.9 | 13 | 0.7% |
| 28.2 | 12 | 0.7% |
| 39.5 | 12 | 0.7% |
| 33 | 11 | 0.6% |
| 38.6 | 11 | 0.6% |
| Other values (969) | 1682 |
| Value | Count | Frequency (%) |
| 13.6 | 2 | |
| 16.4 | 2 | |
| 16.7 | 4 | |
| 16.9 | 1 | 0.1% |
| 17.15714286 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 47.35 | 1 | |
| 46.3 | 2 | |
| 45.7 | 1 | |
| 45.65 | 1 | |
| 45.5 | 2 |
| Distinct | 294 |
|---|---|
| Distinct (%) | 16.1% |
| Missing | 9 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2113156899 |
|---|---|
| Minimum | 0 |
| Maximum | 1.7 |
| Zeros | 231 |
| Zeros (%) | 12.6% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.1 |
| median | 0.1666666667 |
| Q3 | 0.3 |
| 95-th percentile | 0.6 |
| Maximum | 1.7 |
| Range | 1.7 |
| Interquartile range (IQR) | 0.2 |
Descriptive statistics
| Standard deviation | 0.2015596438 |
|---|---|
| Coefficient of variation (CV) | 0.9538318899 |
| Kurtosis | 7.509657621 |
| Mean | 0.2113156899 |
| Median Absolute Deviation (MAD) | 0.08666666667 |
| Skewness | 2.112399785 |
| Sum | 386.0737654 |
| Variance | 0.04062629003 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.1 | 381 | |
| 0.2 | 250 | 13.6% |
| 0 | 231 | 12.6% |
| 0.3 | 112 | 6.1% |
| 0.4 | 93 | 5.1% |
| 0.5 | 53 | 2.9% |
| 0.6 | 26 | 1.4% |
| 0.8 | 16 | 0.9% |
| 0.15 | 16 | 0.9% |
| 0.05 | 14 | 0.8% |
| Other values (284) | 635 |
| Value | Count | Frequency (%) |
| 0 | 231 | |
| 0.008333333333 | 1 | 0.1% |
| 0.01111111111 | 2 | 0.1% |
| 0.0125 | 1 | 0.1% |
| 0.0125 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 1.7 | 2 | 0.1% |
| 1.6 | 1 | 0.1% |
| 1.5 | 1 | 0.1% |
| 1.1 | 8 | |
| 1 | 1 | 0.1% |
| Distinct | 192 |
|---|---|
| Distinct (%) | 15.0% |
| Missing | 553 |
| Missing (%) | 30.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.47243667 |
|---|---|
| Minimum | 5 |
| Maximum | 1000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 5 |
| median | 7.7 |
| Q3 | 14.4 |
| 95-th percentile | 29.7 |
| Maximum | 1000 |
| Range | 995 |
| Interquartile range (IQR) | 9.4 |
Descriptive statistics
| Standard deviation | 68.80443664 |
|---|---|
| Coefficient of variation (CV) | 3.937884448 |
| Kurtosis | 138.5416835 |
| Mean | 17.47243667 |
| Median Absolute Deviation (MAD) | 2.7 |
| Skewness | 11.45285368 |
| Sum | 22417.13625 |
| Variance | 4734.050501 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5 | 487 | |
| 10.1 | 24 | 1.3% |
| 17.4 | 21 | 1.1% |
| 8.4 | 19 | 1.0% |
| 7.9 | 17 | 0.9% |
| 27.4 | 16 | 0.9% |
| 16.8 | 15 | 0.8% |
| 20.3 | 15 | 0.8% |
| 10.3 | 15 | 0.8% |
| 5.2 | 14 | 0.8% |
| Other values (182) | 640 | |
| (Missing) | 553 |
| Value | Count | Frequency (%) |
| 5 | 487 | |
| 5.066666667 | 1 | 0.1% |
| 5.1 | 7 | 0.4% |
| 5.118181818 | 1 | 0.1% |
| 5.12 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1000 | 2 | |
| 947.3684211 | 1 | |
| 815.7894737 | 1 | |
| 789.4736842 | 1 | |
| 684.2105263 | 1 |
total_bilirubin
Real number (ℝ≥0)
| Distinct | 955 |
|---|---|
| Distinct (%) | 52.3% |
| Missing | 9 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.47686139 |
|---|---|
| Minimum | 2.5 |
| Maximum | 505.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 2.5 |
|---|---|
| 5-th percentile | 4.541590909 |
| Q1 | 7.472077922 |
| median | 10.72 |
| Q3 | 16.19166667 |
| 95-th percentile | 39.9 |
| Maximum | 505.7 |
| Range | 503.2 |
| Interquartile range (IQR) | 8.719588745 |
Descriptive statistics
| Standard deviation | 28.23923234 |
|---|---|
| Coefficient of variation (CV) | 1.713872058 |
| Kurtosis | 142.6015031 |
| Mean | 16.47686139 |
| Median Absolute Deviation (MAD) | 3.8325 |
| Skewness | 10.42961925 |
| Sum | 30103.22576 |
| Variance | 797.4542434 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6.6 | 26 | 1.4% |
| 12.8 | 17 | 0.9% |
| 7.4 | 16 | 0.9% |
| 13.3 | 15 | 0.8% |
| 6.1 | 15 | 0.8% |
| 10.6 | 15 | 0.8% |
| 5.9 | 14 | 0.8% |
| 9.4 | 14 | 0.8% |
| 10.4 | 13 | 0.7% |
| 9.5 | 13 | 0.7% |
| Other values (945) | 1669 |
| Value | Count | Frequency (%) |
| 2.5 | 2 | 0.1% |
| 2.538461538 | 1 | 0.1% |
| 2.8 | 8 | |
| 2.807692308 | 1 | 0.1% |
| 2.884615385 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 505.7 | 1 | 0.1% |
| 459.76 | 1 | 0.1% |
| 436.79 | 1 | 0.1% |
| 390.85 | 1 | 0.1% |
| 295.4 | 3 |
platelet_count
Real number (ℝ)
| Distinct | 1056 |
|---|---|
| Distinct (%) | 57.8% |
| Missing | 9 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 185.426278 |
|---|---|
| Minimum | -1 |
| Maximum | 554 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 27.06 |
| Q1 | 112 |
| median | 181.1666667 |
| Q3 | 251 |
| 95-th percentile | 370 |
| Maximum | 554 |
| Range | 555 |
| Interquartile range (IQR) | 139 |
Descriptive statistics
| Standard deviation | 103.1775959 |
|---|---|
| Coefficient of variation (CV) | 0.556434595 |
| Kurtosis | 0.1850442688 |
| Mean | 185.426278 |
| Median Absolute Deviation (MAD) | 69.5952381 |
| Skewness | 0.4568401047 |
| Sum | 338773.81 |
| Variance | 10645.6163 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 159 | 22 | 1.2% |
| -1 | 16 | 0.9% |
| 256 | 15 | 0.8% |
| 181 | 11 | 0.6% |
| 145 | 10 | 0.5% |
| 79 | 10 | 0.5% |
| 149 | 10 | 0.5% |
| 54 | 10 | 0.5% |
| 251 | 10 | 0.5% |
| 161 | 10 | 0.5% |
| Other values (1046) | 1703 |
| Value | Count | Frequency (%) |
| -1 | 16 | |
| 4 | 2 | 0.1% |
| 5 | 1 | 0.1% |
| 6 | 2 | 0.1% |
| 7 | 4 | 0.2% |
| Value | Count | Frequency (%) |
| 554 | 5 | |
| 544 | 2 | 0.1% |
| 539.2 | 1 | 0.1% |
| 533.8 | 1 | 0.1% |
| 516.5714286 | 1 | 0.1% |
monocytes
Real number (ℝ≥0)
| Distinct | 901 |
|---|---|
| Distinct (%) | 49.3% |
| Missing | 9 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.19174636 |
|---|---|
| Minimum | 0.3 |
| Maximum | 53 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 0.3 |
|---|---|
| 5-th percentile | 1.304285714 |
| Q1 | 2.9 |
| median | 5.7 |
| Q3 | 8.788461538 |
| 95-th percentile | 12.4925 |
| Maximum | 53 |
| Range | 52.7 |
| Interquartile range (IQR) | 5.888461538 |
Descriptive statistics
| Standard deviation | 3.977901622 |
|---|---|
| Coefficient of variation (CV) | 0.6424522891 |
| Kurtosis | 13.59868914 |
| Mean | 6.19174636 |
| Median Absolute Deviation (MAD) | 2.9 |
| Skewness | 1.9127204 |
| Sum | 11312.3206 |
| Variance | 15.82370132 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.6 | 26 | 1.4% |
| 2.5 | 21 | 1.1% |
| 1.7 | 17 | 0.9% |
| 1.8 | 16 | 0.9% |
| 1.5 | 16 | 0.9% |
| 4 | 15 | 0.8% |
| 4.3 | 15 | 0.8% |
| 7.8 | 15 | 0.8% |
| 9.3 | 15 | 0.8% |
| 2.9 | 15 | 0.8% |
| Other values (891) | 1656 |
| Value | Count | Frequency (%) |
| 0.3 | 1 | 0.1% |
| 0.4 | 1 | 0.1% |
| 0.5857142857 | 1 | 0.1% |
| 0.6 | 3 | 0.2% |
| 0.7 | 12 |
| Value | Count | Frequency (%) |
| 53 | 1 | 0.1% |
| 35.2 | 2 | |
| 30.5 | 1 | 0.1% |
| 20.4 | 1 | 0.1% |
| 19.4 | 4 |
| Distinct | 299 |
|---|---|
| Distinct (%) | 25.4% |
| Missing | 661 |
| Missing (%) | 36.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 87.25483191 |
|---|---|
| Minimum | 23.25 |
| Maximum | 130 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 23.25 |
|---|---|
| 5-th percentile | 60.7 |
| Q1 | 76 |
| median | 88 |
| Q3 | 97 |
| 95-th percentile | 115 |
| Maximum | 130 |
| Range | 106.75 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 16.48377919 |
|---|---|
| Coefficient of variation (CV) | 0.1889153739 |
| Kurtosis | 0.6383017566 |
| Mean | 87.25483191 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.1884580106 |
| Sum | 102524.4275 |
| Variance | 271.7149764 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 90 | 47 | 2.6% |
| 91 | 42 | 2.3% |
| 73 | 38 | 2.1% |
| 94 | 37 | 2.0% |
| 88 | 35 | 1.9% |
| 83 | 33 | 1.8% |
| 74 | 31 | 1.7% |
| 97 | 30 | 1.6% |
| 99 | 29 | 1.6% |
| 98 | 28 | 1.5% |
| Other values (289) | 825 | |
| (Missing) | 661 |
| Value | Count | Frequency (%) |
| 23.25 | 1 | |
| 28.125 | 1 | |
| 29.75 | 1 | |
| 31.375 | 1 | |
| 36 | 2 |
| Value | Count | Frequency (%) |
| 130 | 5 | |
| 128 | 7 | |
| 126 | 1 | 0.1% |
| 125 | 5 | |
| 124.5 | 1 | 0.1% |
| Distinct | 302 |
|---|---|
| Distinct (%) | 23.5% |
| Missing | 549 |
| Missing (%) | 29.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84.6131661 |
|---|---|
| Minimum | 5 |
| Maximum | 6795 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 5.1 |
| Q1 | 9.9 |
| median | 17.1 |
| Q3 | 36 |
| 95-th percentile | 209 |
| Maximum | 6795 |
| Range | 6790 |
| Interquartile range (IQR) | 26.1 |
Descriptive statistics
| Standard deviation | 493.6563347 |
|---|---|
| Coefficient of variation (CV) | 5.834273287 |
| Kurtosis | 129.2613108 |
| Mean | 84.6131661 |
| Median Absolute Deviation (MAD) | 9.7 |
| Skewness | 11.09392414 |
| Sum | 108897.1448 |
| Variance | 243696.5768 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5 | 63 | 3.4% |
| 20.8 | 27 | 1.5% |
| 6.4 | 18 | 1.0% |
| 72.1 | 16 | 0.9% |
| 11.9 | 16 | 0.9% |
| 28.3 | 16 | 0.9% |
| 15 | 15 | 0.8% |
| 92.3 | 15 | 0.8% |
| 35.1 | 15 | 0.8% |
| 17.9 | 15 | 0.8% |
| Other values (292) | 1071 | |
| (Missing) | 549 |
| Value | Count | Frequency (%) |
| 5 | 63 | |
| 5.1 | 5 | 0.3% |
| 5.3 | 4 | 0.2% |
| 5.5 | 1 | 0.1% |
| 5.566666667 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 6795 | 3 | |
| 5753.153846 | 1 | 0.1% |
| 5690.068421 | 1 | 0.1% |
| 5064.205263 | 1 | 0.1% |
| 4711.307692 | 1 | 0.1% |
indirect_bilirubin
Real number (ℝ≥0)
| Distinct | 824 |
|---|---|
| Distinct (%) | 45.2% |
| Missing | 14 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.792411191 |
|---|---|
| Minimum | 0.1 |
| Maximum | 145.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 2.2 |
| Q1 | 3.9 |
| median | 5.414285714 |
| Q3 | 7.9 |
| 95-th percentile | 13.9 |
| Maximum | 145.1 |
| Range | 145 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 7.272800505 |
|---|---|
| Coefficient of variation (CV) | 1.070724416 |
| Kurtosis | 164.5192035 |
| Mean | 6.792411191 |
| Median Absolute Deviation (MAD) | 1.871428571 |
| Skewness | 10.60189435 |
| Sum | 12375.77319 |
| Variance | 52.89362718 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4.3 | 26 | 1.4% |
| 6 | 25 | 1.4% |
| 2.7 | 23 | 1.3% |
| 6.8 | 22 | 1.2% |
| 6.3 | 21 | 1.1% |
| 5 | 20 | 1.1% |
| 4.1 | 20 | 1.1% |
| 5.2 | 20 | 1.1% |
| 2.3 | 19 | 1.0% |
| 4.6 | 18 | 1.0% |
| Other values (814) | 1608 |
| Value | Count | Frequency (%) |
| 0.1 | 2 | |
| 0.4 | 1 | |
| 0.6166666667 | 1 | |
| 0.625 | 1 | |
| 1 | 2 |
| Value | Count | Frequency (%) |
| 145.1 | 1 | 0.1% |
| 128.02 | 1 | 0.1% |
| 119.48 | 1 | 0.1% |
| 102.4 | 1 | 0.1% |
| 52.5 | 3 |
| Distinct | 667 |
|---|---|
| Distinct (%) | 37.0% |
| Missing | 31 |
| Missing (%) | 1.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.10323145 |
|---|---|
| Minimum | 10.6 |
| Maximum | 26.725 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 10.6 |
|---|---|
| 5-th percentile | 11.43666667 |
| Q1 | 12 |
| median | 12.6 |
| Q3 | 13.61428571 |
| 95-th percentile | 16 |
| Maximum | 26.725 |
| Range | 16.125 |
| Interquartile range (IQR) | 1.614285714 |
Descriptive statistics
| Standard deviation | 1.772183491 |
|---|---|
| Coefficient of variation (CV) | 0.1352478202 |
| Kurtosis | 14.11151263 |
| Mean | 13.10323145 |
| Median Absolute Deviation (MAD) | 0.7 |
| Skewness | 2.92378636 |
| Sum | 23651.33277 |
| Variance | 3.140634325 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 11.9 | 79 | 4.3% |
| 13.2 | 60 | 3.3% |
| 12.2 | 52 | 2.8% |
| 12.4 | 47 | 2.6% |
| 12 | 45 | 2.5% |
| 12.3 | 41 | 2.2% |
| 12.6 | 40 | 2.2% |
| 12.5 | 33 | 1.8% |
| 12.9 | 32 | 1.7% |
| 12.8 | 30 | 1.6% |
| Other values (657) | 1346 | |
| (Missing) | 31 | 1.7% |
| Value | Count | Frequency (%) |
| 10.6 | 3 | |
| 10.7 | 6 | |
| 10.79166667 | 1 | 0.1% |
| 10.84444444 | 1 | 0.1% |
| 10.85714286 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 26.725 | 1 | |
| 25.975 | 1 | |
| 25.6 | 1 | |
| 25.1 | 1 | |
| 24.85 | 1 |
neutrophils
Real number (ℝ≥0)
| Distinct | 1170 |
|---|---|
| Distinct (%) | 64.0% |
| Missing | 9 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 77.62816369 |
|---|---|
| Minimum | 1.75 |
| Maximum | 98.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 1.75 |
|---|---|
| 5-th percentile | 48.86809524 |
| Q1 | 65.1 |
| median | 81.5 |
| Q3 | 92.29375 |
| 95-th percentile | 96.1 |
| Maximum | 98.9 |
| Range | 97.15 |
| Interquartile range (IQR) | 27.19375 |
Descriptive statistics
| Standard deviation | 16.29070092 |
|---|---|
| Coefficient of variation (CV) | 0.2098555491 |
| Kurtosis | -0.09832110922 |
| Mean | 77.62816369 |
| Median Absolute Deviation (MAD) | 12.3 |
| Skewness | -0.7197547091 |
| Sum | 141826.6551 |
| Variance | 265.3869364 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 94.9 | 12 | 0.7% |
| 96.1 | 11 | 0.6% |
| 91.2 | 10 | 0.5% |
| 80.9 | 9 | 0.5% |
| 93.9 | 9 | 0.5% |
| 61 | 9 | 0.5% |
| 93.1 | 9 | 0.5% |
| 93 | 9 | 0.5% |
| 93.2 | 9 | 0.5% |
| 94.3 | 9 | 0.5% |
| Other values (1160) | 1731 | |
| (Missing) | 9 | 0.5% |
| Value | Count | Frequency (%) |
| 1.75 | 1 | |
| 1.8 | 1 | |
| 1.9 | 1 | |
| 18.2 | 2 | |
| 32.775 | 1 |
| Value | Count | Frequency (%) |
| 98.9 | 3 | |
| 98.84285714 | 1 | 0.1% |
| 98.78571429 | 1 | 0.1% |
| 98.7 | 2 | |
| 98.2 | 2 |
total_protein
Real number (ℝ≥0)
| Distinct | 960 |
|---|---|
| Distinct (%) | 52.5% |
| Missing | 9 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.7552383 |
|---|---|
| Minimum | 31.8 |
| Maximum | 86.84285714 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 31.8 |
|---|---|
| 5-th percentile | 52.3 |
| Q1 | 61.6 |
| median | 66.4 |
| Q3 | 70.62714286 |
| 95-th percentile | 76.5 |
| Maximum | 86.84285714 |
| Range | 55.04285714 |
| Interquartile range (IQR) | 9.027142857 |
Descriptive statistics
| Standard deviation | 7.123370609 |
|---|---|
| Coefficient of variation (CV) | 0.1083316066 |
| Kurtosis | 0.8038815825 |
| Mean | 65.7552383 |
| Median Absolute Deviation (MAD) | 4.506666667 |
| Skewness | -0.5988362963 |
| Sum | 120134.8204 |
| Variance | 50.74240884 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 66.8 | 17 | 0.9% |
| 65.4 | 16 | 0.9% |
| 69.5 | 13 | 0.7% |
| 73.1 | 12 | 0.7% |
| 61.6 | 12 | 0.7% |
| 71.4 | 12 | 0.7% |
| 71.1 | 12 | 0.7% |
| 61.2 | 11 | 0.6% |
| 70 | 11 | 0.6% |
| 74.3 | 11 | 0.6% |
| Other values (950) | 1700 |
| Value | Count | Frequency (%) |
| 31.8 | 2 | |
| 37 | 1 | |
| 41.05 | 1 | |
| 41.3 | 1 | |
| 42.4 | 1 |
| Value | Count | Frequency (%) |
| 86.84285714 | 1 | |
| 83.12857143 | 1 | |
| 82.87142857 | 1 | |
| 82.74 | 1 | |
| 82.72857143 | 1 |
| Distinct | 31 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 355 |
| Missing (%) | 19.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1763456777 |
|---|---|
| Minimum | 0.02 |
| Maximum | 11.95 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 0.02 |
|---|---|
| 5-th percentile | 0.03 |
| Q1 | 0.04 |
| median | 0.05 |
| Q3 | 0.07 |
| 95-th percentile | 0.17 |
| Maximum | 11.95 |
| Range | 11.93 |
| Interquartile range (IQR) | 0.03 |
Descriptive statistics
| Standard deviation | 1.055356106 |
|---|---|
| Coefficient of variation (CV) | 5.984587316 |
| Kurtosis | 113.2077454 |
| Mean | 0.1763456777 |
| Median Absolute Deviation (MAD) | 0.01 |
| Skewness | 10.51908258 |
| Sum | 261.1679487 |
| Variance | 1.113776511 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 0.04 | 324 | |
| 0.05 | 313 | |
| 0.06 | 185 | |
| 0.03 | 141 | 7.7% |
| 0.07 | 123 | 6.7% |
| 0.08 | 80 | 4.4% |
| 0.09 | 67 | 3.6% |
| 0.02 | 65 | 3.5% |
| 0.1 | 42 | 2.3% |
| 0.11 | 24 | 1.3% |
| Other values (21) | 117 | 6.4% |
| (Missing) | 355 |
| Value | Count | Frequency (%) |
| 0.02 | 65 | 3.5% |
| 0.03 | 141 | |
| 0.03153846154 | 1 | 0.1% |
| 0.03461538462 | 1 | 0.1% |
| 0.04 | 324 |
| Value | Count | Frequency (%) |
| 11.95 | 11 | |
| 4.09 | 4 | 0.2% |
| 2.62 | 5 | |
| 1.32 | 8 | |
| 0.41 | 8 |
| Distinct | 569 |
|---|---|
| Distinct (%) | 31.3% |
| Missing | 21 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 81.41382677 |
|---|---|
| Minimum | 6 |
| Maximum | 142 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 44 |
| Q1 | 68 |
| median | 84.22222222 |
| Q3 | 96 |
| 95-th percentile | 108.81 |
| Maximum | 142 |
| Range | 136 |
| Interquartile range (IQR) | 28 |
Descriptive statistics
| Standard deviation | 20.69018494 |
|---|---|
| Coefficient of variation (CV) | 0.2541360081 |
| Kurtosis | 0.3952270049 |
| Mean | 81.41382677 |
| Median Absolute Deviation (MAD) | 13.22222222 |
| Skewness | -0.5973357541 |
| Sum | 147766.0956 |
| Variance | 428.0837527 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 96 | 52 | 2.8% |
| 90 | 40 | 2.2% |
| 94 | 37 | 2.0% |
| 92 | 36 | 2.0% |
| 82 | 35 | 1.9% |
| 99 | 35 | 1.9% |
| 91 | 34 | 1.9% |
| 102 | 34 | 1.9% |
| 97 | 31 | 1.7% |
| 87 | 28 | 1.5% |
| Other values (559) | 1453 |
| Value | Count | Frequency (%) |
| 6 | 1 | |
| 7 | 1 | |
| 9 | 1 | |
| 10 | 1 | |
| 13 | 1 |
| Value | Count | Frequency (%) |
| 142 | 3 | |
| 137 | 2 | |
| 133 | 1 | 0.1% |
| 131.4210526 | 1 | 0.1% |
| 129.375 | 1 | 0.1% |
| Distinct | 18 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 347 |
| Missing (%) | 18.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.123712352 |
|---|---|
| Minimum | 0 |
| Maximum | 250 |
| Zeros | 696 |
| Zeros (%) | 37.9% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.01 |
| Q3 | 0.01 |
| 95-th percentile | 3.866 |
| Maximum | 250 |
| Range | 250 |
| Interquartile range (IQR) | 0.01 |
Descriptive statistics
| Standard deviation | 36.74459164 |
|---|---|
| Coefficient of variation (CV) | 6.000378452 |
| Kurtosis | 38.4728595 |
| Mean | 6.123712352 |
| Median Absolute Deviation (MAD) | 0.01 |
| Skewness | 6.309295094 |
| Sum | 9118.207692 |
| Variance | 1350.165015 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 0 | 696 | |
| 0.01 | 513 | |
| 0.02 | 155 | 8.4% |
| 0.03 | 34 | 1.9% |
| 250 | 31 | 1.7% |
| 0.04 | 11 | 0.6% |
| 5.3 | 8 | 0.4% |
| 10.2 | 7 | 0.4% |
| 15.25 | 7 | 0.4% |
| 4.01 | 6 | 0.3% |
| Other values (8) | 21 | 1.1% |
| (Missing) | 347 |
| Value | Count | Frequency (%) |
| 0 | 696 | |
| 0.0007692307692 | 1 | 0.1% |
| 0.007692307692 | 1 | 0.1% |
| 0.009230769231 | 1 | 0.1% |
| 0.01 | 513 |
| Value | Count | Frequency (%) |
| 250 | 31 | |
| 162.19 | 4 | 0.2% |
| 56.32 | 4 | 0.2% |
| 30.4 | 3 | 0.2% |
| 28.27 | 5 | 0.3% |
mean_corpuscular_volume
Real number (ℝ≥0)
| Distinct | 992 |
|---|---|
| Distinct (%) | 54.3% |
| Missing | 9 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 90.54459662 |
|---|---|
| Minimum | 62.06666667 |
| Maximum | 118.35 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 62.06666667 |
|---|---|
| 5-th percentile | 81.906 |
| Q1 | 87.16794872 |
| median | 90.11111111 |
| Q3 | 94.19444444 |
| 95-th percentile | 100.5914286 |
| Maximum | 118.35 |
| Range | 56.28333333 |
| Interquartile range (IQR) | 7.026495726 |
Descriptive statistics
| Standard deviation | 6.309490211 |
|---|---|
| Coefficient of variation (CV) | 0.06968378509 |
| Kurtosis | 2.671156373 |
| Mean | 90.54459662 |
| Median Absolute Deviation (MAD) | 3.425396825 |
| Skewness | -0.149770966 |
| Sum | 165424.978 |
| Variance | 39.80966673 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 89.6 | 21 | 1.1% |
| 91.3 | 20 | 1.1% |
| 89.9 | 18 | 1.0% |
| 89.8 | 17 | 0.9% |
| 97.4 | 15 | 0.8% |
| 86.8 | 13 | 0.7% |
| 91.7 | 13 | 0.7% |
| 88.8 | 12 | 0.7% |
| 87.9 | 12 | 0.7% |
| 93.4 | 12 | 0.7% |
| Other values (982) | 1674 |
| Value | Count | Frequency (%) |
| 62.06666667 | 1 | 0.1% |
| 62.3 | 1 | 0.1% |
| 63.5 | 1 | 0.1% |
| 65.2 | 3 | |
| 65.8 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 118.35 | 1 | |
| 118.2125 | 1 | |
| 118.075 | 1 | |
| 117.8 | 1 | |
| 115.45 | 1 |
hematocrit
Real number (ℝ≥0)
| Distinct | 970 |
|---|---|
| Distinct (%) | 53.1% |
| Missing | 9 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.53594158 |
|---|---|
| Minimum | 14.86666667 |
| Maximum | 51.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 14.86666667 |
|---|---|
| 5-th percentile | 28.25527273 |
| Q1 | 33.4 |
| median | 36.7 |
| Q3 | 39.86190476 |
| 95-th percentile | 45.2 |
| Maximum | 51.7 |
| Range | 36.83333333 |
| Interquartile range (IQR) | 6.461904762 |
Descriptive statistics
| Standard deviation | 5.223930512 |
|---|---|
| Coefficient of variation (CV) | 0.1429805908 |
| Kurtosis | 1.007701119 |
| Mean | 36.53594158 |
| Median Absolute Deviation (MAD) | 3.2 |
| Skewness | -0.2606516315 |
| Sum | 66751.16527 |
| Variance | 27.28945 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 34.3 | 18 | 1.0% |
| 32.1 | 18 | 1.0% |
| 37.3 | 16 | 0.9% |
| 37 | 15 | 0.8% |
| 38.1 | 15 | 0.8% |
| 39 | 13 | 0.7% |
| 39.9 | 13 | 0.7% |
| 34.9 | 13 | 0.7% |
| 37.9 | 13 | 0.7% |
| 32.5 | 12 | 0.7% |
| Other values (960) | 1681 |
| Value | Count | Frequency (%) |
| 14.86666667 | 1 | |
| 15.23333333 | 1 | |
| 15.6 | 2 | |
| 15.8 | 1 | |
| 16.7 | 1 |
| Value | Count | Frequency (%) |
| 51.7 | 5 | |
| 50.4 | 1 | 0.1% |
| 50.4 | 1 | 0.1% |
| 50.1 | 2 | 0.1% |
| 49.8 | 1 | 0.1% |
white_blood_cell_count
Real number (ℝ≥0)
| Distinct | 1411 |
|---|---|
| Distinct (%) | 77.2% |
| Missing | 9 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.25010903 |
|---|---|
| Minimum | 0.24 |
| Maximum | 1129.666667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 0.24 |
|---|---|
| 5-th percentile | 3.466 |
| Q1 | 5.202916667 |
| median | 7.881666667 |
| Q3 | 12.81357143 |
| 95-th percentile | 24.814 |
| Maximum | 1129.666667 |
| Range | 1129.426667 |
| Interquartile range (IQR) | 7.610654762 |
Descriptive statistics
| Standard deviation | 42.58946387 |
|---|---|
| Coefficient of variation (CV) | 3.21427271 |
| Kurtosis | 347.6746916 |
| Mean | 13.25010903 |
| Median Absolute Deviation (MAD) | 3.278333333 |
| Skewness | 16.93413026 |
| Sum | 24207.94921 |
| Variance | 1813.862433 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5.08 | 9 | 0.5% |
| 5.56 | 7 | 0.4% |
| 10 | 6 | 0.3% |
| 24.64 | 6 | 0.3% |
| 6.42 | 6 | 0.3% |
| 5.28 | 6 | 0.3% |
| 4.33 | 6 | 0.3% |
| 13.77 | 6 | 0.3% |
| 3.91 | 5 | 0.3% |
| 5.71 | 5 | 0.3% |
| Other values (1401) | 1765 | |
| (Missing) | 9 | 0.5% |
| Value | Count | Frequency (%) |
| 0.24 | 1 | |
| 0.7 | 1 | |
| 0.71 | 1 | |
| 0.75 | 1 | |
| 0.8 | 2 |
| Value | Count | Frequency (%) |
| 1129.666667 | 1 | 0.1% |
| 605.8 | 4 | |
| 404.2 | 1 | 0.1% |
| 354.67 | 1 | 0.1% |
| 341.8 | 1 | 0.1% |
| Distinct | 228 |
|---|---|
| Distinct (%) | 17.7% |
| Missing | 549 |
| Missing (%) | 29.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.25974922 |
|---|---|
| Minimum | 4 |
| Maximum | 161.2157895 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 4.9 |
| Q1 | 7 |
| median | 8.7 |
| Q3 | 12 |
| 95-th percentile | 28.9 |
| Maximum | 161.2157895 |
| Range | 157.2157895 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 12.98257261 |
|---|---|
| Coefficient of variation (CV) | 1.058959069 |
| Kurtosis | 42.00962725 |
| Mean | 12.25974922 |
| Median Absolute Deviation (MAD) | 2.1 |
| Skewness | 5.500313494 |
| Sum | 15778.29724 |
| Variance | 168.5471916 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4 | 43 | 2.3% |
| 6.7 | 39 | 2.1% |
| 7.5 | 37 | 2.0% |
| 8.6 | 35 | 1.9% |
| 7.7 | 32 | 1.7% |
| 10.4 | 31 | 1.7% |
| 8.3 | 27 | 1.5% |
| 10.7 | 25 | 1.4% |
| 9.1 | 23 | 1.3% |
| 10.2 | 23 | 1.3% |
| Other values (218) | 972 | |
| (Missing) | 549 |
| Value | Count | Frequency (%) |
| 4 | 43 | |
| 4.190909091 | 1 | 0.1% |
| 4.244444444 | 1 | 0.1% |
| 4.283333333 | 1 | 0.1% |
| 4.6 | 7 | 0.4% |
| Value | Count | Frequency (%) |
| 161.2157895 | 1 | |
| 147.6473684 | 1 | |
| 134.0789474 | 1 | |
| 127.2947368 | 1 | |
| 120.5105263 | 1 |
mean_corpuscular_hemoglobin_concentration
Real number (ℝ≥0)
| Distinct | 678 |
|---|---|
| Distinct (%) | 37.1% |
| Missing | 9 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 343.4698225 |
|---|---|
| Minimum | 298.5714286 |
| Maximum | 488 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 298.5714286 |
|---|---|
| 5-th percentile | 317.15 |
| Q1 | 334 |
| median | 343 |
| Q3 | 350.9090909 |
| 95-th percentile | 369 |
| Maximum | 488 |
| Range | 189.4285714 |
| Interquartile range (IQR) | 16.90909091 |
Descriptive statistics
| Standard deviation | 18.47394785 |
|---|---|
| Coefficient of variation (CV) | 0.05378623286 |
| Kurtosis | 15.23705013 |
| Mean | 343.4698225 |
| Median Absolute Deviation (MAD) | 8.375 |
| Skewness | 2.43667631 |
| Sum | 627519.3657 |
| Variance | 341.2867493 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 349 | 42 | 2.3% |
| 343 | 41 | 2.2% |
| 346 | 40 | 2.2% |
| 342 | 37 | 2.0% |
| 347 | 36 | 2.0% |
| 341 | 36 | 2.0% |
| 338 | 33 | 1.8% |
| 339 | 29 | 1.6% |
| 331 | 28 | 1.5% |
| 354 | 27 | 1.5% |
| Other values (668) | 1478 |
| Value | Count | Frequency (%) |
| 298.5714286 | 1 | 0.1% |
| 299 | 4 | |
| 301 | 1 | 0.1% |
| 301.7142857 | 1 | 0.1% |
| 302.8571429 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 488 | 2 | |
| 487.2727273 | 1 | 0.1% |
| 478.3636364 | 1 | 0.1% |
| 469.4545455 | 1 | 0.1% |
| 469 | 4 |
| Distinct | 822 |
|---|---|
| Distinct (%) | 50.6% |
| Missing | 211 |
| Missing (%) | 11.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.448804058 |
|---|---|
| Minimum | 0.51 |
| Maximum | 10.78 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 0.51 |
|---|---|
| 5-th percentile | 1.567214286 |
| Q1 | 3.26 |
| median | 4.416363636 |
| Q3 | 5.507142857 |
| 95-th percentile | 7.406 |
| Maximum | 10.78 |
| Range | 10.27 |
| Interquartile range (IQR) | 2.247142857 |
Descriptive statistics
| Standard deviation | 1.729627485 |
|---|---|
| Coefficient of variation (CV) | 0.38878482 |
| Kurtosis | 0.2026180228 |
| Mean | 4.448804058 |
| Median Absolute Deviation (MAD) | 1.136363636 |
| Skewness | 0.2896479735 |
| Sum | 7229.306594 |
| Variance | 2.991611237 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4.93 | 20 | 1.1% |
| 3.26 | 16 | 0.9% |
| 6.33 | 15 | 0.8% |
| 6.24 | 13 | 0.7% |
| 4.87 | 12 | 0.7% |
| 3.04 | 12 | 0.7% |
| 3.64 | 12 | 0.7% |
| 5.19 | 12 | 0.7% |
| 2.36 | 12 | 0.7% |
| 4.11 | 11 | 0.6% |
| Other values (812) | 1490 | |
| (Missing) | 211 | 11.5% |
| Value | Count | Frequency (%) |
| 0.51 | 1 | 0.1% |
| 0.55 | 1 | 0.1% |
| 0.57 | 1 | 0.1% |
| 0.6 | 3 | |
| 0.62 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 10.78 | 1 | 0.1% |
| 10.59 | 4 | |
| 9.69 | 2 | |
| 9.63 | 1 | 0.1% |
| 9.428 | 1 | 0.1% |
| Distinct | 59 |
|---|---|
| Distinct (%) | 4.6% |
| Missing | 549 |
| Missing (%) | 29.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.242457033 |
|---|---|
| Minimum | 5 |
| Maximum | 88.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 5 |
| median | 5 |
| Q3 | 5 |
| 95-th percentile | 13 |
| Maximum | 88.5 |
| Range | 83.5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 6.089636248 |
|---|---|
| Coefficient of variation (CV) | 0.975519129 |
| Kurtosis | 107.6516679 |
| Mean | 6.242457033 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.140629998 |
| Sum | 8034.042201 |
| Variance | 37.08366963 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5 | 1134 | |
| 16.2 | 10 | 0.5% |
| 13 | 8 | 0.4% |
| 5.1 | 7 | 0.4% |
| 25.1 | 7 | 0.4% |
| 7.3 | 6 | 0.3% |
| 6.4 | 6 | 0.3% |
| 6.6 | 6 | 0.3% |
| 6 | 6 | 0.3% |
| 11 | 6 | 0.3% |
| Other values (49) | 91 | 5.0% |
| (Missing) | 549 |
| Value | Count | Frequency (%) |
| 5 | 1134 | |
| 5.1 | 7 | 0.4% |
| 5.2 | 4 | 0.2% |
| 5.247058824 | 1 | 0.1% |
| 5.3 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 88.5 | 4 | |
| 50.1 | 1 | 0.1% |
| 39.8 | 1 | 0.1% |
| 35.06666667 | 1 | 0.1% |
| 34 | 6 |
urea
Real number (ℝ≥0)
| Distinct | 923 |
|---|---|
| Distinct (%) | 50.5% |
| Missing | 9 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.76093592 |
|---|---|
| Minimum | 0.8 |
| Maximum | 62.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 0.8 |
|---|---|
| 5-th percentile | 2.620634921 |
| Q1 | 3.896153846 |
| median | 5.6 |
| Q3 | 10.5 |
| 95-th percentile | 26.08 |
| Maximum | 62.3 |
| Range | 61.5 |
| Interquartile range (IQR) | 6.603846154 |
Descriptive statistics
| Standard deviation | 8.030875584 |
|---|---|
| Coefficient of variation (CV) | 0.9166686822 |
| Kurtosis | 8.341518048 |
| Mean | 8.76093592 |
| Median Absolute Deviation (MAD) | 2.3 |
| Skewness | 2.559789494 |
| Sum | 16006.22993 |
| Variance | 64.49496264 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3.8 | 27 | 1.5% |
| 3.6 | 26 | 1.4% |
| 3.2 | 24 | 1.3% |
| 4.7 | 23 | 1.3% |
| 4.8 | 23 | 1.3% |
| 4.3 | 21 | 1.1% |
| 4.4 | 21 | 1.1% |
| 2.7 | 20 | 1.1% |
| 3.5 | 20 | 1.1% |
| 3.9 | 19 | 1.0% |
| Other values (913) | 1603 |
| Value | Count | Frequency (%) |
| 0.8 | 2 | |
| 1.111111111 | 1 | |
| 1.375 | 1 | |
| 1.5 | 2 | |
| 1.6 | 1 |
| Value | Count | Frequency (%) |
| 62.3 | 1 | |
| 59 | 2 | |
| 56.6 | 1 | |
| 55.34 | 1 | |
| 55.3 | 1 |
| Distinct | 969 |
|---|---|
| Distinct (%) | 53.0% |
| Missing | 9 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9977986937 |
|---|---|
| Minimum | 0 |
| Maximum | 47.7375 |
| Zeros | 2 |
| Zeros (%) | 0.1% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.2 |
| Q1 | 0.483 |
| median | 0.8 |
| Q3 | 1.318333333 |
| 95-th percentile | 1.99 |
| Maximum | 47.7375 |
| Range | 47.7375 |
| Interquartile range (IQR) | 0.8353333333 |
Descriptive statistics
| Standard deviation | 1.755063213 |
|---|---|
| Coefficient of variation (CV) | 1.758935168 |
| Kurtosis | 520.7343143 |
| Mean | 0.9977986937 |
| Median Absolute Deviation (MAD) | 0.388 |
| Skewness | 21.45757836 |
| Sum | 1822.978213 |
| Variance | 3.080246881 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.5 | 20 | 1.1% |
| 0.26 | 19 | 1.0% |
| 0.8 | 15 | 0.8% |
| 0.59 | 15 | 0.8% |
| 0.51 | 14 | 0.8% |
| 0.23 | 14 | 0.8% |
| 0.5 | 14 | 0.8% |
| 0.6 | 14 | 0.8% |
| 0.43 | 12 | 0.7% |
| 0.38 | 12 | 0.7% |
| Other values (959) | 1678 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 0.02142857143 | 1 | 0.1% |
| 0.03571428571 | 1 | 0.1% |
| 0.05 | 3 | |
| 0.075 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 47.7375 | 1 | |
| 43.055 | 1 | |
| 33.69 | 1 | |
| 3.06 | 1 | |
| 2.99 | 1 |
| Distinct | 267 |
|---|---|
| Distinct (%) | 20.2% |
| Missing | 515 |
| Missing (%) | 28.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.359729778 |
|---|---|
| Minimum | 5 |
| Maximum | 7.565 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 6 |
| median | 6.342105263 |
| Q3 | 6.875 |
| 95-th percentile | 7.456 |
| Maximum | 7.565 |
| Range | 2.565 |
| Interquartile range (IQR) | 0.875 |
Descriptive statistics
| Standard deviation | 0.6668404989 |
|---|---|
| Coefficient of variation (CV) | 0.10485359 |
| Kurtosis | -0.5820244378 |
| Mean | 6.359729778 |
| Median Absolute Deviation (MAD) | 0.3421052632 |
| Skewness | 0.05796621252 |
| Sum | 8401.203037 |
| Variance | 0.4446762509 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6 | 397 | |
| 6.5 | 250 | |
| 5.5 | 97 | 5.3% |
| 5 | 72 | 3.9% |
| 7 | 69 | 3.8% |
| 7.403 | 13 | 0.7% |
| 7.474 | 13 | 0.7% |
| 7.407 | 11 | 0.6% |
| 7.413 | 10 | 0.5% |
| 7.426 | 9 | 0.5% |
| Other values (257) | 380 | |
| (Missing) | 515 |
| Value | Count | Frequency (%) |
| 5 | 72 | |
| 5.142857143 | 1 | 0.1% |
| 5.153846154 | 1 | 0.1% |
| 5.230769231 | 1 | 0.1% |
| 5.333333333 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 7.565 | 9 | |
| 7.556 | 1 | 0.1% |
| 7.543 | 1 | 0.1% |
| 7.5205 | 2 | 0.1% |
| 7.517 | 1 | 0.1% |
red_blood_cell_count
Real number (ℝ≥0)
| Distinct | 1118 |
|---|---|
| Distinct (%) | 61.2% |
| Missing | 9 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.535605946 |
|---|---|
| Minimum | 0.3 |
| Maximum | 266.0633333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 0.3 |
|---|---|
| 5-th percentile | 2.9353 |
| Q1 | 3.65 |
| median | 4.18 |
| Q3 | 4.747944444 |
| 95-th percentile | 22.575625 |
| Maximum | 266.0633333 |
| Range | 265.7633333 |
| Interquartile range (IQR) | 1.097944444 |
Descriptive statistics
| Standard deviation | 17.22321693 |
|---|---|
| Coefficient of variation (CV) | 2.285578234 |
| Kurtosis | 92.63320829 |
| Mean | 7.535605946 |
| Median Absolute Deviation (MAD) | 0.55 |
| Skewness | 8.558457923 |
| Sum | 13767.55206 |
| Variance | 296.6392015 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3.6 | 16 | 0.9% |
| 3.84 | 11 | 0.6% |
| 4.02 | 11 | 0.6% |
| 4.7 | 10 | 0.5% |
| 3.54 | 10 | 0.5% |
| 4.47 | 10 | 0.5% |
| 3.51 | 9 | 0.5% |
| 3.65 | 9 | 0.5% |
| 3.88 | 9 | 0.5% |
| 3.62 | 9 | 0.5% |
| Other values (1108) | 1723 |
| Value | Count | Frequency (%) |
| 0.3 | 1 | |
| 0.6 | 1 | |
| 0.6 | 1 | |
| 0.8 | 1 | |
| 1.1 | 1 |
| Value | Count | Frequency (%) |
| 266.0633333 | 1 | |
| 237.7 | 1 | |
| 234 | 1 | |
| 219.7 | 1 | |
| 185.0471429 | 1 |
| Distinct | 384 |
|---|---|
| Distinct (%) | 21.0% |
| Missing | 9 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03904978766 |
|---|---|
| Minimum | 0 |
| Maximum | 0.49 |
| Zeros | 653 |
| Zeros (%) | 35.6% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.01 |
| Q3 | 0.06 |
| 95-th percentile | 0.1579333333 |
| Maximum | 0.49 |
| Range | 0.49 |
| Interquartile range (IQR) | 0.06 |
Descriptive statistics
| Standard deviation | 0.05891573941 |
|---|---|
| Coefficient of variation (CV) | 1.508733925 |
| Kurtosis | 9.873809716 |
| Mean | 0.03904978766 |
| Median Absolute Deviation (MAD) | 0.01 |
| Skewness | 2.536878103 |
| Sum | 71.34396205 |
| Variance | 0.00347106435 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 653 | |
| 0.01 | 102 | 5.6% |
| 0.02 | 64 | 3.5% |
| 0.07 | 49 | 2.7% |
| 0.03 | 41 | 2.2% |
| 0.09 | 36 | 2.0% |
| 0.08 | 36 | 2.0% |
| 0.05 | 32 | 1.7% |
| 0.04 | 30 | 1.6% |
| 0.06 | 29 | 1.6% |
| Other values (374) | 755 |
| Value | Count | Frequency (%) |
| 0 | 653 | |
| 0.0005 | 1 | 0.1% |
| 0.0008333333333 | 1 | 0.1% |
| 0.0008333333333 | 1 | 0.1% |
| 0.0009090909091 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0.49 | 1 | 0.1% |
| 0.46 | 3 | |
| 0.4466666667 | 1 | 0.1% |
| 0.374 | 1 | 0.1% |
| 0.33 | 2 |
corrected_calcium
Real number (ℝ≥0)
| Distinct | 649 |
|---|---|
| Distinct (%) | 35.7% |
| Missing | 18 |
| Missing (%) | 1.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.355572562 |
|---|---|
| Minimum | 1.65 |
| Maximum | 2.79 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 1.65 |
|---|---|
| 5-th percentile | 2.14 |
| Q1 | 2.280227273 |
| median | 2.365857143 |
| Q3 | 2.4309375 |
| 95-th percentile | 2.53 |
| Maximum | 2.79 |
| Range | 1.14 |
| Interquartile range (IQR) | 0.1507102273 |
Descriptive statistics
| Standard deviation | 0.1218479909 |
|---|---|
| Coefficient of variation (CV) | 0.05172754721 |
| Kurtosis | 1.128528283 |
| Mean | 2.355572562 |
| Median Absolute Deviation (MAD) | 0.07585714286 |
| Skewness | -0.3080426341 |
| Sum | 4282.430918 |
| Variance | 0.01484693289 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.34 | 52 | 2.8% |
| 2.41 | 49 | 2.7% |
| 2.46 | 47 | 2.6% |
| 2.35 | 44 | 2.4% |
| 2.43 | 43 | 2.3% |
| 2.38 | 43 | 2.3% |
| 2.36 | 42 | 2.3% |
| 2.39 | 36 | 2.0% |
| 2.37 | 35 | 1.9% |
| 2.27 | 32 | 1.7% |
| Other values (639) | 1395 |
| Value | Count | Frequency (%) |
| 1.65 | 1 | 0.1% |
| 1.91 | 4 | |
| 1.92 | 1 | 0.1% |
| 1.982307692 | 1 | 0.1% |
| 1.993076923 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 2.79 | 6 | |
| 2.77 | 2 | 0.1% |
| 2.74 | 1 | 0.1% |
| 2.7 | 1 | 0.1% |
| 2.68 | 1 | 0.1% |
serum_potassium
Real number (ℝ≥0)
| Distinct | 992 |
|---|---|
| Distinct (%) | 54.4% |
| Missing | 12 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.462472376 |
|---|---|
| Minimum | 2.76 |
| Maximum | 12.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 2.76 |
|---|---|
| 5-th percentile | 3.44 |
| Q1 | 3.97 |
| median | 4.401666667 |
| Q3 | 4.8085 |
| 95-th percentile | 5.7817 |
| Maximum | 12.8 |
| Range | 10.04 |
| Interquartile range (IQR) | 0.8385 |
Descriptive statistics
| Standard deviation | 0.7401589126 |
|---|---|
| Coefficient of variation (CV) | 0.1658629679 |
| Kurtosis | 9.476830101 |
| Mean | 4.462472376 |
| Median Absolute Deviation (MAD) | 0.4183333333 |
| Skewness | 1.478246915 |
| Sum | 8139.549614 |
| Variance | 0.5478352159 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4.2 | 14 | 0.8% |
| 4.26 | 14 | 0.8% |
| 4.72 | 13 | 0.7% |
| 4.58 | 12 | 0.7% |
| 4.46 | 12 | 0.7% |
| 4.18 | 12 | 0.7% |
| 4.61 | 12 | 0.7% |
| 4.5 | 12 | 0.7% |
| 3.99 | 11 | 0.6% |
| 4.1 | 11 | 0.6% |
| Other values (982) | 1701 | |
| (Missing) | 12 | 0.7% |
| Value | Count | Frequency (%) |
| 2.76 | 2 | |
| 2.768571429 | 1 | |
| 2.777142857 | 1 | |
| 2.781428571 | 1 | |
| 2.785714286 | 1 |
| Value | Count | Frequency (%) |
| 12.8 | 1 | |
| 7.698181818 | 1 | |
| 7.18 | 2 | |
| 7.07 | 1 | |
| 7.04 | 1 |
| Distinct | 1121 |
|---|---|
| Distinct (%) | 61.9% |
| Missing | 24 |
| Missing (%) | 1.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.873268437 |
|---|---|
| Minimum | 1 |
| Maximum | 43.01 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4.63 |
| Q1 | 5.63 |
| median | 7.244285714 |
| Q3 | 10.23057692 |
| 95-th percentile | 19.08 |
| Maximum | 43.01 |
| Range | 42.01 |
| Interquartile range (IQR) | 4.600576923 |
Descriptive statistics
| Standard deviation | 4.900680256 |
|---|---|
| Coefficient of variation (CV) | 0.552297081 |
| Kurtosis | 5.854758703 |
| Mean | 8.873268437 |
| Median Absolute Deviation (MAD) | 1.914285714 |
| Skewness | 2.143601679 |
| Sum | 16078.36241 |
| Variance | 24.01666697 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5.23 | 11 | 0.6% |
| 5.5 | 10 | 0.5% |
| 9.27 | 10 | 0.5% |
| 7.71 | 10 | 0.5% |
| 12.38 | 10 | 0.5% |
| 5.78 | 9 | 0.5% |
| 11.66 | 9 | 0.5% |
| 7.39 | 9 | 0.5% |
| 15.51 | 9 | 0.5% |
| 9.39 | 8 | 0.4% |
| Other values (1111) | 1717 | |
| (Missing) | 24 | 1.3% |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.1% |
| 3.792 | 1 | 0.1% |
| 3.883 | 1 | 0.1% |
| 4.07 | 3 | |
| 4.127 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 43.01 | 1 | 0.1% |
| 36.87333333 | 1 | 0.1% |
| 35.31 | 3 | |
| 31.66 | 1 | 0.1% |
| 30.73666667 | 1 | 0.1% |
neutrophils_count
Real number (ℝ≥0)
| Distinct | 1348 |
|---|---|
| Distinct (%) | 73.8% |
| Missing | 9 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.871789288 |
|---|---|
| Minimum | 0.13 |
| Maximum | 33.47428571 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 0.13 |
|---|---|
| 5-th percentile | 1.894466667 |
| Q1 | 3.235 |
| median | 5.80125 |
| Q3 | 11.02875 |
| 95-th percentile | 20.109 |
| Maximum | 33.47428571 |
| Range | 33.34428571 |
| Interquartile range (IQR) | 7.79375 |
Descriptive statistics
| Standard deviation | 6.05205344 |
|---|---|
| Coefficient of variation (CV) | 0.768828181 |
| Kurtosis | 1.956949422 |
| Mean | 7.871789288 |
| Median Absolute Deviation (MAD) | 3.12375 |
| Skewness | 1.420570133 |
| Sum | 14381.75903 |
| Variance | 36.62735084 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4.71 | 13 | 0.7% |
| 2.76 | 10 | 0.5% |
| 4.5 | 7 | 0.4% |
| 3.1 | 7 | 0.4% |
| 2.79 | 7 | 0.4% |
| 5.66 | 7 | 0.4% |
| 3.06 | 6 | 0.3% |
| 3.44 | 6 | 0.3% |
| 13.26 | 6 | 0.3% |
| 3.3 | 6 | 0.3% |
| Other values (1338) | 1752 | |
| (Missing) | 9 | 0.5% |
| Value | Count | Frequency (%) |
| 0.13 | 1 | |
| 0.32 | 2 | |
| 0.448 | 1 | |
| 0.51 | 2 | |
| 0.815 | 1 |
| Value | Count | Frequency (%) |
| 33.47428571 | 1 | |
| 32.66285714 | 1 | |
| 32.25714286 | 1 | |
| 32.22 | 1 | |
| 32.12 | 1 |
direct_bilirubin
Real number (ℝ≥0)
| Distinct | 871 |
|---|---|
| Distinct (%) | 47.7% |
| Missing | 9 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.71025054 |
|---|---|
| Minimum | 1.6 |
| Maximum | 360.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 1.6 |
|---|---|
| 5-th percentile | 1.977575758 |
| Q1 | 3.3 |
| median | 4.9 |
| Q3 | 7.9 |
| 95-th percentile | 31.0475 |
| Maximum | 360.6 |
| Range | 359 |
| Interquartile range (IQR) | 4.6 |
Descriptive statistics
| Standard deviation | 22.26294996 |
|---|---|
| Coefficient of variation (CV) | 2.292726626 |
| Kurtosis | 114.0155246 |
| Mean | 9.71025054 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 9.418618646 |
| Sum | 17740.62774 |
| Variance | 495.6389408 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.6 | 36 | 2.0% |
| 5 | 28 | 1.5% |
| 3.5 | 27 | 1.5% |
| 3.4 | 24 | 1.3% |
| 3.7 | 23 | 1.3% |
| 2.1 | 21 | 1.1% |
| 2.5 | 21 | 1.1% |
| 2.8 | 20 | 1.1% |
| 3 | 20 | 1.1% |
| 2.6 | 20 | 1.1% |
| Other values (861) | 1587 |
| Value | Count | Frequency (%) |
| 1.6 | 36 | |
| 1.618181818 | 1 | 0.1% |
| 1.633333333 | 2 | 0.1% |
| 1.636363636 | 1 | 0.1% |
| 1.666666667 | 3 | 0.2% |
| Value | Count | Frequency (%) |
| 360.6 | 1 | 0.1% |
| 331.74 | 1 | 0.1% |
| 317.31 | 1 | 0.1% |
| 288.45 | 1 | 0.1% |
| 242.9 | 3 |
| Distinct | 639 |
|---|---|
| Distinct (%) | 35.6% |
| Missing | 41 |
| Missing (%) | 2.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.02425926 |
|---|---|
| Minimum | 8.5 |
| Maximum | 15 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 8.5 |
|---|---|
| 5-th percentile | 9.4 |
| Q1 | 10.24494949 |
| median | 10.9 |
| Q3 | 11.7 |
| 95-th percentile | 13.1 |
| Maximum | 15 |
| Range | 6.5 |
| Interquartile range (IQR) | 1.455050505 |
Descriptive statistics
| Standard deviation | 1.133875149 |
|---|---|
| Coefficient of variation (CV) | 0.102852729 |
| Kurtosis | 0.410314631 |
| Mean | 11.02425926 |
| Median Absolute Deviation (MAD) | 0.7 |
| Skewness | 0.6447942724 |
| Sum | 19788.54536 |
| Variance | 1.285672854 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10.7 | 52 | 2.8% |
| 10.8 | 48 | 2.6% |
| 11.1 | 46 | 2.5% |
| 10.4 | 43 | 2.3% |
| 10.3 | 39 | 2.1% |
| 9.9 | 38 | 2.1% |
| 10.9 | 37 | 2.0% |
| 11.8 | 35 | 1.9% |
| 11 | 35 | 1.9% |
| 9.8 | 34 | 1.9% |
| Other values (629) | 1388 | |
| (Missing) | 41 | 2.2% |
| Value | Count | Frequency (%) |
| 8.5 | 7 | |
| 8.742857143 | 1 | 0.1% |
| 8.8 | 2 | 0.1% |
| 8.828571429 | 1 | 0.1% |
| 8.9 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 15 | 2 | |
| 14.9 | 2 | |
| 14.75714286 | 1 | |
| 14.7 | 2 | |
| 14.48709677 | 1 |
| Distinct | 408 |
|---|---|
| Distinct (%) | 31.5% |
| Missing | 542 |
| Missing (%) | 29.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1622.491109 |
|---|---|
| Minimum | 17.8 |
| Maximum | 50000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 17.8 |
|---|---|
| 5-th percentile | 72.4 |
| Q1 | 446.1 |
| median | 875.4 |
| Q3 | 1598.2 |
| 95-th percentile | 3889.5 |
| Maximum | 50000 |
| Range | 49982.2 |
| Interquartile range (IQR) | 1152.1 |
Descriptive statistics
| Standard deviation | 3928.224934 |
|---|---|
| Coefficient of variation (CV) | 2.421107217 |
| Kurtosis | 107.1660028 |
| Mean | 1622.491109 |
| Median Absolute Deviation (MAD) | 517.6303571 |
| Skewness | 9.456556508 |
| Sum | 2099503.496 |
| Variance | 15430951.13 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 965.6 | 17 | 0.9% |
| 915.2 | 16 | 0.9% |
| 711 | 16 | 0.9% |
| 2456.8 | 15 | 0.8% |
| 2173.9 | 15 | 0.8% |
| 773.3 | 14 | 0.8% |
| 1519.9 | 12 | 0.7% |
| 2664.3 | 12 | 0.7% |
| 1189 | 11 | 0.6% |
| 2047.8 | 11 | 0.6% |
| Other values (398) | 1155 | |
| (Missing) | 542 |
| Value | Count | Frequency (%) |
| 17.8 | 1 | 0.1% |
| 20.2 | 4 | |
| 27.75 | 1 | 0.1% |
| 29.8 | 4 | |
| 30.7 | 4 |
| Value | Count | Frequency (%) |
| 50000 | 6 | |
| 17848 | 10 | |
| 15718 | 3 | 0.2% |
| 13174.56842 | 1 | 0.1% |
| 10631.13684 | 1 | 0.1% |
| Distinct | 911 |
|---|---|
| Distinct (%) | 50.5% |
| Missing | 31 |
| Missing (%) | 1.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.60095982 |
|---|---|
| Minimum | 31.3 |
| Maximum | 110 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 31.3 |
|---|---|
| 5-th percentile | 36.075 |
| Q1 | 38.54 |
| median | 40.93333333 |
| Q3 | 44.9 |
| 95-th percentile | 54.18 |
| Maximum | 110 |
| Range | 78.7 |
| Interquartile range (IQR) | 6.36 |
Descriptive statistics
| Standard deviation | 6.416363585 |
|---|---|
| Coefficient of variation (CV) | 0.15061547 |
| Kurtosis | 17.26679769 |
| Mean | 42.60095982 |
| Median Absolute Deviation (MAD) | 2.858333333 |
| Skewness | 2.812008451 |
| Sum | 76894.73248 |
| Variance | 41.16972166 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 39.8 | 21 | 1.1% |
| 37.2 | 20 | 1.1% |
| 41.1 | 20 | 1.1% |
| 39.3 | 19 | 1.0% |
| 42.5 | 18 | 1.0% |
| 36.5 | 18 | 1.0% |
| 40.9 | 17 | 0.9% |
| 38.7 | 17 | 0.9% |
| 41.5 | 17 | 0.9% |
| 43 | 16 | 0.9% |
| Other values (901) | 1622 | |
| (Missing) | 31 | 1.7% |
| Value | Count | Frequency (%) |
| 31.3 | 2 | 0.1% |
| 32.5 | 1 | 0.1% |
| 32.53333333 | 1 | 0.1% |
| 33.4 | 3 | |
| 33.8 | 6 |
| Value | Count | Frequency (%) |
| 110 | 1 | |
| 103.4 | 1 | |
| 100.1 | 1 | |
| 86.9 | 1 | |
| 70.2 | 1 |
| Distinct | 571 |
|---|---|
| Distinct (%) | 35.1% |
| Missing | 211 |
| Missing (%) | 11.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.82132979 |
|---|---|
| Minimum | 13 |
| Maximum | 150.375 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 14.8 |
| Q1 | 15.8 |
| median | 16.7 |
| Q3 | 18.2 |
| 95-th percentile | 22.888 |
| Maximum | 150.375 |
| Range | 137.375 |
| Interquartile range (IQR) | 2.4 |
Descriptive statistics
| Standard deviation | 6.718548675 |
|---|---|
| Coefficient of variation (CV) | 0.3769948009 |
| Kurtosis | 219.6594694 |
| Mean | 17.82132979 |
| Median Absolute Deviation (MAD) | 1.14 |
| Skewness | 13.06248159 |
| Sum | 28959.6609 |
| Variance | 45.1388963 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 15.8 | 58 | 3.2% |
| 15.4 | 48 | 2.6% |
| 15.9 | 47 | 2.6% |
| 16.3 | 44 | 2.4% |
| 16.9 | 41 | 2.2% |
| 16.5 | 36 | 2.0% |
| 17.1 | 34 | 1.9% |
| 17.2 | 33 | 1.8% |
| 17 | 33 | 1.8% |
| 16.6 | 31 | 1.7% |
| Other values (561) | 1220 | |
| (Missing) | 211 | 11.5% |
| Value | Count | Frequency (%) |
| 13 | 1 | |
| 13.375 | 1 | |
| 13.42 | 1 | |
| 13.5 | 1 | |
| 13.5625 | 1 |
| Value | Count | Frequency (%) |
| 150.375 | 1 | |
| 144.9 | 1 | |
| 119.12 | 1 | |
| 93.34 | 1 | |
| 81.225 | 1 |
lymphocyte
Real number (ℝ≥0)
| Distinct | 1088 |
|---|---|
| Distinct (%) | 59.6% |
| Missing | 9 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.3011853 |
|---|---|
| Minimum | 0 |
| Maximum | 56.175 |
| Zeros | 2 |
| Zeros (%) | 0.1% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.6 |
| Q1 | 4.111111111 |
| median | 12.1 |
| Q3 | 24.61538462 |
| 95-th percentile | 38.91666667 |
| Maximum | 56.175 |
| Range | 56.175 |
| Interquartile range (IQR) | 20.5042735 |
Descriptive statistics
| Standard deviation | 12.54709486 |
|---|---|
| Coefficient of variation (CV) | 0.8200080334 |
| Kurtosis | -0.5001629925 |
| Mean | 15.3011853 |
| Median Absolute Deviation (MAD) | 8.9125 |
| Skewness | 0.7402798321 |
| Sum | 27955.26553 |
| Variance | 157.4295895 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.4 | 16 | 0.9% |
| 3.3 | 16 | 0.9% |
| 2.3 | 14 | 0.8% |
| 6.1 | 13 | 0.7% |
| 2.8 | 12 | 0.7% |
| 23.9 | 11 | 0.6% |
| 13 | 11 | 0.6% |
| 3.7 | 11 | 0.6% |
| 1.3 | 11 | 0.6% |
| 5 | 11 | 0.6% |
| Other values (1078) | 1701 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 0.1285714286 | 1 | 0.1% |
| 0.2142857143 | 1 | 0.1% |
| 0.3 | 3 | |
| 0.6 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 56.175 | 1 | |
| 54.9 | 1 | |
| 54.7 | 1 | |
| 52.35 | 1 | |
| 52.2875 | 1 |
| Distinct | 43 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 347 |
| Missing (%) | 18.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1011336123 |
|---|---|
| Minimum | 0.02 |
| Maximum | 2.09 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 0.02 |
|---|---|
| 5-th percentile | 0.03 |
| Q1 | 0.04 |
| median | 0.06 |
| Q3 | 0.09 |
| 95-th percentile | 0.21 |
| Maximum | 2.09 |
| Range | 2.07 |
| Interquartile range (IQR) | 0.05 |
Descriptive statistics
| Standard deviation | 0.1898351687 |
|---|---|
| Coefficient of variation (CV) | 1.877072957 |
| Kurtosis | 55.73665194 |
| Mean | 0.1011336123 |
| Median Absolute Deviation (MAD) | 0.02 |
| Skewness | 6.945267658 |
| Sum | 150.5879487 |
| Variance | 0.03603739126 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=43)
| Value | Count | Frequency (%) |
| 0.04 | 278 | |
| 0.06 | 219 | |
| 0.05 | 207 | |
| 0.03 | 149 | |
| 0.07 | 127 | 6.9% |
| 0.08 | 103 | 5.6% |
| 0.09 | 79 | 4.3% |
| 0.1 | 71 | 3.9% |
| 0.11 | 42 | 2.3% |
| 0.14 | 30 | 1.6% |
| Other values (33) | 184 | |
| (Missing) | 347 |
| Value | Count | Frequency (%) |
| 0.02 | 4 | 0.2% |
| 0.03 | 149 | |
| 0.03153846154 | 1 | 0.1% |
| 0.03461538462 | 1 | 0.1% |
| 0.04 | 278 |
| Value | Count | Frequency (%) |
| 2.09 | 2 | |
| 1.75 | 4 | |
| 1.73 | 3 | |
| 1.723333333 | 1 | 0.1% |
| 1.703333333 | 1 | 0.1% |
| Distinct | 653 |
|---|---|
| Distinct (%) | 36.4% |
| Missing | 41 |
| Missing (%) | 2.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.811873726 |
|---|---|
| Minimum | 0.21 |
| Maximum | 60 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 0.21 |
|---|---|
| 5-th percentile | 0.24 |
| Q1 | 0.5385714286 |
| median | 1.73 |
| Q3 | 14.00119048 |
| 95-th percentile | 21 |
| Maximum | 60 |
| Range | 59.79 |
| Interquartile range (IQR) | 13.46261905 |
Descriptive statistics
| Standard deviation | 8.668361332 |
|---|---|
| Coefficient of variation (CV) | 1.272536997 |
| Kurtosis | 1.407533436 |
| Mean | 6.811873726 |
| Median Absolute Deviation (MAD) | 1.41 |
| Skewness | 1.259061208 |
| Sum | 12227.31334 |
| Variance | 75.14048819 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 21 | 354 | 19.3% |
| 0.22 | 73 | 4.0% |
| 0.51 | 24 | 1.3% |
| 0.31 | 23 | 1.3% |
| 0.58 | 22 | 1.2% |
| 0.41 | 21 | 1.1% |
| 0.36 | 20 | 1.1% |
| 12.05 | 19 | 1.0% |
| 0.39 | 19 | 1.0% |
| 1.23 | 19 | 1.0% |
| Other values (643) | 1201 | |
| (Missing) | 41 | 2.2% |
| Value | Count | Frequency (%) |
| 0.21 | 5 | 0.3% |
| 0.22 | 73 | |
| 0.225 | 1 | 0.1% |
| 0.2309090909 | 1 | 0.1% |
| 0.2336363636 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 60 | 3 | |
| 40.5 | 1 | 0.1% |
| 38.63 | 1 | 0.1% |
| 35.104 | 1 | 0.1% |
| 30.75 | 1 | 0.1% |
total_cholesterol
Real number (ℝ≥0)
| Distinct | 1058 |
|---|---|
| Distinct (%) | 57.9% |
| Missing | 9 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.645913796 |
|---|---|
| Minimum | 0.1 |
| Maximum | 7.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 2.2806 |
| Q1 | 2.98 |
| median | 3.59 |
| Q3 | 4.18125 |
| 95-th percentile | 5.3106 |
| Maximum | 7.3 |
| Range | 7.2 |
| Interquartile range (IQR) | 1.20125 |
Descriptive statistics
| Standard deviation | 0.9528426895 |
|---|---|
| Coefficient of variation (CV) | 0.2613453698 |
| Kurtosis | 1.111617888 |
| Mean | 3.645913796 |
| Median Absolute Deviation (MAD) | 0.6 |
| Skewness | 0.3986778491 |
| Sum | 6661.084506 |
| Variance | 0.907909191 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.85 | 15 | 0.8% |
| 3.84 | 14 | 0.8% |
| 3.4 | 12 | 0.7% |
| 2.95 | 12 | 0.7% |
| 3.33 | 11 | 0.6% |
| 4.15 | 10 | 0.5% |
| 2.45 | 9 | 0.5% |
| 4.34 | 9 | 0.5% |
| 2.96 | 9 | 0.5% |
| 3.19 | 9 | 0.5% |
| Other values (1048) | 1717 |
| Value | Count | Frequency (%) |
| 0.1 | 3 | |
| 0.2257142857 | 1 | 0.1% |
| 0.4771428571 | 1 | 0.1% |
| 0.6028571429 | 1 | 0.1% |
| 0.8542857143 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 7.3 | 2 | |
| 7.16 | 3 | |
| 7.13 | 1 | 0.1% |
| 6.92 | 1 | 0.1% |
| 6.84 | 1 | 0.1% |
aspartate_aminotransferase
Real number (ℝ≥0)
| Distinct | 687 |
|---|---|
| Distinct (%) | 37.6% |
| Missing | 9 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.39247066 |
|---|---|
| Minimum | 6.8 |
| Maximum | 1593 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 6.8 |
|---|---|
| 5-th percentile | 13.3 |
| Q1 | 20 |
| median | 29 |
| Q3 | 42.46428571 |
| 95-th percentile | 98.25714286 |
| Maximum | 1593 |
| Range | 1586.2 |
| Interquartile range (IQR) | 22.46428571 |
Descriptive statistics
| Standard deviation | 88.48518567 |
|---|---|
| Coefficient of variation (CV) | 1.949336187 |
| Kurtosis | 122.3558026 |
| Mean | 45.39247066 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 9.889540314 |
| Sum | 82932.0439 |
| Variance | 7829.628084 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 20 | 53 | 2.9% |
| 30 | 47 | 2.6% |
| 21 | 45 | 2.5% |
| 19 | 43 | 2.3% |
| 22 | 42 | 2.3% |
| 24 | 35 | 1.9% |
| 16 | 33 | 1.8% |
| 17 | 33 | 1.8% |
| 25 | 30 | 1.6% |
| 15 | 29 | 1.6% |
| Other values (677) | 1437 |
| Value | Count | Frequency (%) |
| 6.8 | 1 | 0.1% |
| 7 | 4 | |
| 8 | 4 | |
| 8.4 | 1 | 0.1% |
| 9 | 4 |
| Value | Count | Frequency (%) |
| 1593 | 1 | |
| 1357.166667 | 1 | |
| 1121.333333 | 1 | |
| 967 | 1 | |
| 959.5 | 1 |
uric_acid
Real number (ℝ≥0)
| Distinct | 1074 |
|---|---|
| Distinct (%) | 58.8% |
| Missing | 9 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 274.3615406 |
|---|---|
| Minimum | 50.33333333 |
| Maximum | 1114.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 50.33333333 |
|---|---|
| 5-th percentile | 106.18 |
| Q1 | 187.55 |
| median | 246 |
| Q3 | 327.6111111 |
| 95-th percentile | 530.22 |
| Maximum | 1114.5 |
| Range | 1064.166667 |
| Interquartile range (IQR) | 140.0611111 |
Descriptive statistics
| Standard deviation | 139.2960172 |
|---|---|
| Coefficient of variation (CV) | 0.5077097063 |
| Kurtosis | 6.547320436 |
| Mean | 274.3615406 |
| Median Absolute Deviation (MAD) | 65.5 |
| Skewness | 1.977564926 |
| Sum | 501258.5347 |
| Variance | 19403.38041 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 203 | 16 | 0.9% |
| 265 | 13 | 0.7% |
| 184 | 12 | 0.7% |
| 259 | 12 | 0.7% |
| 214 | 11 | 0.6% |
| 189 | 9 | 0.5% |
| 246 | 9 | 0.5% |
| 262 | 9 | 0.5% |
| 231 | 9 | 0.5% |
| 415 | 9 | 0.5% |
| Other values (1064) | 1718 |
| Value | Count | Frequency (%) |
| 50.33333333 | 1 | |
| 52 | 1 | |
| 52.71428571 | 1 | |
| 53.57142857 | 1 | |
| 54 | 1 |
| Value | Count | Frequency (%) |
| 1114.5 | 1 | |
| 1103 | 1 | |
| 1027 | 1 | |
| 1018.8 | 1 | |
| 1009 | 1 |
hco3
Real number (ℝ≥0)
| Distinct | 897 |
|---|---|
| Distinct (%) | 49.1% |
| Missing | 9 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.21321766 |
|---|---|
| Minimum | 8.9 |
| Maximum | 36.225 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 8.9 |
|---|---|
| 5-th percentile | 15.4 |
| Q1 | 21.1 |
| median | 23.6 |
| Q3 | 25.8 |
| 95-th percentile | 29 |
| Maximum | 36.225 |
| Range | 27.325 |
| Interquartile range (IQR) | 4.7 |
Descriptive statistics
| Standard deviation | 4.018203118 |
|---|---|
| Coefficient of variation (CV) | 0.1730997907 |
| Kurtosis | 0.8606362629 |
| Mean | 23.21321766 |
| Median Absolute Deviation (MAD) | 2.3 |
| Skewness | -0.5219581703 |
| Sum | 42410.54866 |
| Variance | 16.1459563 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 22.9 | 24 | 1.3% |
| 25.3 | 24 | 1.3% |
| 23.5 | 21 | 1.1% |
| 23.6 | 19 | 1.0% |
| 21.8 | 19 | 1.0% |
| 25.8 | 16 | 0.9% |
| 23.7 | 15 | 0.8% |
| 25.1 | 15 | 0.8% |
| 23.9 | 15 | 0.8% |
| 22.6 | 15 | 0.8% |
| Other values (887) | 1644 |
| Value | Count | Frequency (%) |
| 8.9 | 1 | 0.1% |
| 9.7 | 2 | |
| 9.775 | 1 | 0.1% |
| 9.8 | 1 | 0.1% |
| 10 | 4 |
| Value | Count | Frequency (%) |
| 36.225 | 1 | |
| 36.2 | 1 | |
| 35.5 | 1 | |
| 35.16 | 1 | |
| 34.4 | 1 |
calcium
Real number (ℝ≥0)
| Distinct | 678 |
|---|---|
| Distinct (%) | 37.2% |
| Missing | 12 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.087795604 |
|---|---|
| Minimum | 1.17 |
| Maximum | 2.62 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 1.17 |
|---|---|
| 5-th percentile | 1.841244444 |
| Q1 | 1.99 |
| median | 2.1 |
| Q3 | 2.19 |
| 95-th percentile | 2.32 |
| Maximum | 2.62 |
| Range | 1.45 |
| Interquartile range (IQR) | 0.2 |
Descriptive statistics
| Standard deviation | 0.1534024044 |
|---|---|
| Coefficient of variation (CV) | 0.07347577712 |
| Kurtosis | 2.349599663 |
| Mean | 2.087795604 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | -0.5294180837 |
| Sum | 3808.139181 |
| Variance | 0.02353229769 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2.08 | 45 | 2.5% |
| 2.14 | 38 | 2.1% |
| 2.16 | 37 | 2.0% |
| 2.02 | 36 | 2.0% |
| 2.13 | 34 | 1.9% |
| 2.12 | 34 | 1.9% |
| 2.22 | 33 | 1.8% |
| 2.1 | 32 | 1.7% |
| 2.04 | 32 | 1.7% |
| 2.07 | 31 | 1.7% |
| Other values (668) | 1472 |
| Value | Count | Frequency (%) |
| 1.17 | 1 | 0.1% |
| 1.3 | 4 | |
| 1.31 | 1 | 0.1% |
| 1.435 | 1 | 0.1% |
| 1.6 | 3 |
| Value | Count | Frequency (%) |
| 2.62 | 1 | |
| 2.6 | 1 | |
| 2.594285714 | 1 | |
| 2.582857143 | 1 | |
| 2.577142857 | 1 |
| Distinct | 715 |
|---|---|
| Distinct (%) | 48.3% |
| Missing | 357 |
| Missing (%) | 19.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2858.563196 |
|---|---|
| Minimum | 5 |
| Maximum | 70000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 83 |
| median | 419.5 |
| Q3 | 1765 |
| 95-th percentile | 13741.35818 |
| Maximum | 70000 |
| Range | 69995 |
| Interquartile range (IQR) | 1682 |
Descriptive statistics
| Standard deviation | 8357.959113 |
|---|---|
| Coefficient of variation (CV) | 2.923832198 |
| Kurtosis | 36.66660633 |
| Mean | 2858.563196 |
| Median Absolute Deviation (MAD) | 394.5 |
| Skewness | 5.669996183 |
| Sum | 4227814.967 |
| Variance | 69855480.53 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5 | 42 | 2.3% |
| 9 | 27 | 1.5% |
| 23 | 23 | 1.3% |
| 125 | 19 | 1.0% |
| 26 | 19 | 1.0% |
| 13 | 17 | 0.9% |
| 83 | 17 | 0.9% |
| 30 | 17 | 0.9% |
| 17 | 14 | 0.8% |
| 29 | 14 | 0.8% |
| Other values (705) | 1270 | |
| (Missing) | 357 | 19.4% |
| Value | Count | Frequency (%) |
| 5 | 42 | |
| 7 | 4 | 0.2% |
| 8 | 4 | 0.2% |
| 9 | 27 | |
| 10.75 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 70000 | 7 | |
| 69339.8 | 1 | 0.1% |
| 68679.6 | 1 | 0.1% |
| 66699 | 1 | 0.1% |
| 61677.85714 | 1 | 0.1% |
lactate_dehydrogenase
Real number (ℝ≥0)
| Distinct | 1130 |
|---|---|
| Distinct (%) | 61.9% |
| Missing | 9 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 460.5441625 |
|---|---|
| Minimum | 110 |
| Maximum | 1867 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 110 |
|---|---|
| 5-th percentile | 172.8 |
| Q1 | 223 |
| median | 339 |
| Q3 | 601 |
| 95-th percentile | 1150.7 |
| Maximum | 1867 |
| Range | 1757 |
| Interquartile range (IQR) | 378 |
Descriptive statistics
| Standard deviation | 333.5198558 |
|---|---|
| Coefficient of variation (CV) | 0.7241864797 |
| Kurtosis | 4.086075257 |
| Mean | 460.5441625 |
| Median Absolute Deviation (MAD) | 139 |
| Skewness | 1.904544542 |
| Sum | 841414.1849 |
| Variance | 111235.4942 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 179 | 17 | 0.9% |
| 211 | 16 | 0.9% |
| 1867 | 13 | 0.7% |
| 190 | 10 | 0.5% |
| 230 | 9 | 0.5% |
| 292 | 8 | 0.4% |
| 664 | 8 | 0.4% |
| 312 | 8 | 0.4% |
| 176 | 8 | 0.4% |
| 322 | 8 | 0.4% |
| Other values (1120) | 1722 | |
| (Missing) | 9 | 0.5% |
| Value | Count | Frequency (%) |
| 110 | 2 | |
| 113 | 1 | |
| 131.75 | 1 | |
| 135.8 | 1 | |
| 137.8 | 1 |
| Value | Count | Frequency (%) |
| 1867 | 13 | |
| 1860.625 | 1 | 0.1% |
| 1850 | 1 | 0.1% |
| 1848.2 | 1 | 0.1% |
| 1820 | 1 | 0.1% |
| Distinct | 1004 |
|---|---|
| Distinct (%) | 55.9% |
| Missing | 41 |
| Missing (%) | 2.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.66537259 |
|---|---|
| Minimum | 11.2 |
| Maximum | 62.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 11.2 |
|---|---|
| 5-th percentile | 19.67875 |
| Q1 | 26.4 |
| median | 31.6 |
| Q3 | 38.2 |
| 95-th percentile | 48.4 |
| Maximum | 62.2 |
| Range | 51 |
| Interquartile range (IQR) | 11.8 |
Descriptive statistics
| Standard deviation | 8.886643166 |
|---|---|
| Coefficient of variation (CV) | 0.2720508741 |
| Kurtosis | 0.1746341799 |
| Mean | 32.66537259 |
| Median Absolute Deviation (MAD) | 5.95 |
| Skewness | 0.5164779695 |
| Sum | 58634.3438 |
| Variance | 78.97242675 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 37.6 | 18 | 1.0% |
| 36.3 | 16 | 0.9% |
| 42.6 | 15 | 0.8% |
| 43.5 | 15 | 0.8% |
| 29.8 | 13 | 0.7% |
| 28.6 | 13 | 0.7% |
| 29.3 | 13 | 0.7% |
| 32.4 | 12 | 0.7% |
| 30.1 | 12 | 0.7% |
| 34.3 | 12 | 0.7% |
| Other values (994) | 1656 | |
| (Missing) | 41 | 2.2% |
| Value | Count | Frequency (%) |
| 11.2 | 7 | |
| 14.9 | 2 | 0.1% |
| 15.05714286 | 1 | 0.1% |
| 15.2 | 1 | 0.1% |
| 15.77142857 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 62.2 | 2 | |
| 61.5 | 2 | |
| 61.1 | 1 | |
| 60.6 | 2 | |
| 59.24516129 | 1 |
| Distinct | 346 |
|---|---|
| Distinct (%) | 26.7% |
| Missing | 541 |
| Missing (%) | 29.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 126.1054777 |
|---|---|
| Minimum | 1.5 |
| Maximum | 5000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 1.5 |
|---|---|
| 5-th percentile | 1.5 |
| Q1 | 7.95 |
| median | 26.56 |
| Q3 | 73.93 |
| 95-th percentile | 284.3 |
| Maximum | 5000 |
| Range | 4998.5 |
| Interquartile range (IQR) | 65.98 |
Descriptive statistics
| Standard deviation | 532.8948123 |
|---|---|
| Coefficient of variation (CV) | 4.225786396 |
| Kurtosis | 66.3422967 |
| Mean | 126.1054777 |
| Median Absolute Deviation (MAD) | 23.48 |
| Skewness | 8.009381587 |
| Sum | 163306.5937 |
| Variance | 283976.881 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.5 | 107 | 5.8% |
| 164.4 | 16 | 0.9% |
| 35.15 | 16 | 0.9% |
| 284.3 | 15 | 0.8% |
| 58.14 | 15 | 0.8% |
| 18.3 | 14 | 0.8% |
| 32.81 | 14 | 0.8% |
| 130.9 | 12 | 0.7% |
| 798.9 | 11 | 0.6% |
| 2.98 | 11 | 0.6% |
| Other values (336) | 1064 | |
| (Missing) | 541 |
| Value | Count | Frequency (%) |
| 1.5 | 107 | |
| 1.6 | 3 | 0.2% |
| 1.7 | 4 | 0.2% |
| 1.74 | 6 | 0.3% |
| 1.781818182 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 5000 | 10 | |
| 4738.390526 | 1 | 0.1% |
| 4256.646154 | 1 | 0.1% |
| 4215.171579 | 1 | 0.1% |
| 3691.952632 | 1 | 0.1% |
| Distinct | 239 |
|---|---|
| Distinct (%) | 20.3% |
| Missing | 661 |
| Missing (%) | 36.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 56.29551847 |
|---|---|
| Minimum | 4 |
| Maximum | 190.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 4 |
| median | 15 |
| Q3 | 150 |
| 95-th percentile | 150 |
| Maximum | 190.8 |
| Range | 186.8 |
| Interquartile range (IQR) | 146 |
Descriptive statistics
| Standard deviation | 63.12371842 |
|---|---|
| Coefficient of variation (CV) | 1.12129207 |
| Kurtosis | -1.365288531 |
| Mean | 56.29551847 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 0.6652065859 |
| Sum | 66147.23421 |
| Variance | 3984.603827 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4 | 372 | |
| 150 | 306 | |
| 7.4 | 23 | 1.3% |
| 5.5 | 17 | 0.9% |
| 4.1 | 14 | 0.8% |
| 5.1 | 12 | 0.7% |
| 48.1 | 12 | 0.7% |
| 7.2 | 11 | 0.6% |
| 4.9 | 11 | 0.6% |
| 6.1 | 11 | 0.6% |
| Other values (229) | 386 | |
| (Missing) | 661 |
| Value | Count | Frequency (%) |
| 4 | 372 | |
| 4.1 | 14 | 0.8% |
| 4.1125 | 1 | 0.1% |
| 4.2 | 11 | 0.6% |
| 4.225 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 190.8 | 5 | 0.3% |
| 150 | 306 | |
| 146.3181818 | 1 | 0.1% |
| 144.3789474 | 1 | 0.1% |
| 141.4117647 | 1 | 0.1% |
| Distinct | 799 |
|---|---|
| Distinct (%) | 43.7% |
| Missing | 9 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5103911744 |
|---|---|
| Minimum | 0.02222222222 |
| Maximum | 39.92 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 0.02222222222 |
|---|---|
| 5-th percentile | 0.13 |
| Q1 | 0.2855 |
| median | 0.41 |
| Q3 | 0.569 |
| 95-th percentile | 0.924375 |
| Maximum | 39.92 |
| Range | 39.89777778 |
| Interquartile range (IQR) | 0.2835 |
Descriptive statistics
| Standard deviation | 1.520854288 |
|---|---|
| Coefficient of variation (CV) | 2.979781713 |
| Kurtosis | 578.670334 |
| Mean | 0.5103911744 |
| Median Absolute Deviation (MAD) | 0.14 |
| Skewness | 23.72535849 |
| Sum | 932.4846756 |
| Variance | 2.312997766 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.41 | 41 | 2.2% |
| 0.32 | 33 | 1.8% |
| 0.43 | 27 | 1.5% |
| 0.37 | 24 | 1.3% |
| 0.47 | 23 | 1.3% |
| 0.34 | 22 | 1.2% |
| 0.25 | 22 | 1.2% |
| 0.31 | 21 | 1.1% |
| 0.3 | 20 | 1.1% |
| 0.38 | 20 | 1.1% |
| Other values (789) | 1574 |
| Value | Count | Frequency (%) |
| 0.02222222222 | 1 | 0.1% |
| 0.02444444444 | 1 | 0.1% |
| 0.02666666667 | 1 | 0.1% |
| 0.03 | 3 | |
| 0.03333333333 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 39.92 | 1 | |
| 36.94 | 1 | |
| 35.45 | 1 | |
| 2.67 | 1 | |
| 1.905 | 1 |
| Distinct | 787 |
|---|---|
| Distinct (%) | 43.8% |
| Missing | 41 |
| Missing (%) | 2.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.34216642 |
|---|---|
| Minimum | 8.1 |
| Maximum | 25.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 8.1 |
|---|---|
| 5-th percentile | 9.728787879 |
| Q1 | 11.3 |
| median | 12.66666667 |
| Q3 | 14.7 |
| 95-th percentile | 18.8 |
| Maximum | 25.3 |
| Range | 17.2 |
| Interquartile range (IQR) | 3.4 |
Descriptive statistics
| Standard deviation | 2.947508941 |
|---|---|
| Coefficient of variation (CV) | 0.2209168174 |
| Kurtosis | 1.771839397 |
| Mean | 13.34216642 |
| Median Absolute Deviation (MAD) | 1.633333333 |
| Skewness | 1.257348324 |
| Sum | 23949.18872 |
| Variance | 8.68780896 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 12.3 | 28 | 1.5% |
| 11.8 | 26 | 1.4% |
| 10.8 | 24 | 1.3% |
| 11.4 | 24 | 1.3% |
| 14 | 22 | 1.2% |
| 13.4 | 22 | 1.2% |
| 10.7 | 22 | 1.2% |
| 11.9 | 22 | 1.2% |
| 12.2 | 19 | 1.0% |
| 14.7 | 19 | 1.0% |
| Other values (777) | 1567 | |
| (Missing) | 41 | 2.2% |
| Value | Count | Frequency (%) |
| 8.1 | 1 | 0.1% |
| 8.2 | 2 | 0.1% |
| 8.9 | 7 | |
| 8.957142857 | 1 | 0.1% |
| 9 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 25.3 | 1 | 0.1% |
| 25.2 | 1 | 0.1% |
| 24.9 | 3 | |
| 24.8 | 2 | |
| 24.65714286 | 1 | 0.1% |
globulin
Real number (ℝ≥0)
| Distinct | 927 |
|---|---|
| Distinct (%) | 50.7% |
| Missing | 9 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.47873431 |
|---|---|
| Minimum | 10.1 |
| Maximum | 50.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 10.1 |
|---|---|
| 5-th percentile | 25.52571429 |
| Q1 | 30.1 |
| median | 33.1 |
| Q3 | 36.5 |
| 95-th percentile | 43 |
| Maximum | 50.2 |
| Range | 40.1 |
| Interquartile range (IQR) | 6.4 |
Descriptive statistics
| Standard deviation | 5.220114342 |
|---|---|
| Coefficient of variation (CV) | 0.1559232883 |
| Kurtosis | 0.4620964522 |
| Mean | 33.47873431 |
| Median Absolute Deviation (MAD) | 3.1 |
| Skewness | 0.2360512772 |
| Sum | 61165.64758 |
| Variance | 27.24959374 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 32.2 | 21 | 1.1% |
| 34.1 | 19 | 1.0% |
| 33.4 | 18 | 1.0% |
| 30.4 | 18 | 1.0% |
| 32.4 | 17 | 0.9% |
| 34.4 | 17 | 0.9% |
| 33.1 | 17 | 0.9% |
| 31.6 | 16 | 0.9% |
| 31.5 | 16 | 0.9% |
| 31.7 | 14 | 0.8% |
| Other values (917) | 1654 |
| Value | Count | Frequency (%) |
| 10.1 | 1 | 0.1% |
| 15.4 | 2 | 0.1% |
| 18.5 | 3 | |
| 19.4 | 1 | 0.1% |
| 20.9 | 5 |
| Value | Count | Frequency (%) |
| 50.2 | 1 | |
| 50.17142857 | 1 | |
| 50.02857143 | 1 | |
| 49.6 | 1 | |
| 49.54285714 | 1 |
γ_glutamyl_transpeptidase
Real number (ℝ≥0)
| Distinct | 751 |
|---|---|
| Distinct (%) | 41.1% |
| Missing | 9 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 56.48695019 |
|---|---|
| Minimum | 6.272727273 |
| Maximum | 732 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 6.272727273 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 22 |
| median | 34.61111111 |
| Q3 | 60 |
| 95-th percentile | 184 |
| Maximum | 732 |
| Range | 725.7272727 |
| Interquartile range (IQR) | 38 |
Descriptive statistics
| Standard deviation | 70.51253106 |
|---|---|
| Coefficient of variation (CV) | 1.248297719 |
| Kurtosis | 19.10596636 |
| Mean | 56.48695019 |
| Median Absolute Deviation (MAD) | 15.38888889 |
| Skewness | 3.888392544 |
| Sum | 103201.658 |
| Variance | 4972.017037 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 27 | 36 | 2.0% |
| 21 | 32 | 1.7% |
| 25 | 30 | 1.6% |
| 18 | 30 | 1.6% |
| 23 | 29 | 1.6% |
| 22 | 29 | 1.6% |
| 19 | 28 | 1.5% |
| 12 | 28 | 1.5% |
| 33 | 27 | 1.5% |
| 37 | 26 | 1.4% |
| Other values (741) | 1532 |
| Value | Count | Frequency (%) |
| 6.272727273 | 1 | 0.1% |
| 7 | 5 | |
| 8 | 6 | |
| 8.222222222 | 1 | 0.1% |
| 8.9 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 732 | 1 | |
| 544.1818182 | 1 | |
| 531.3636364 | 1 | |
| 526 | 2 | |
| 518.5454545 | 1 |
| Distinct | 614 |
|---|---|
| Distinct (%) | 33.8% |
| Missing | 21 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.260710626 |
|---|---|
| Minimum | 0.84 |
| Maximum | 13.48 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 0.84 |
|---|---|
| 5-th percentile | 0.96 |
| Q1 | 1.03 |
| median | 1.11 |
| Q3 | 1.29 |
| 95-th percentile | 1.899363636 |
| Maximum | 13.48 |
| Range | 12.64 |
| Interquartile range (IQR) | 0.26 |
Descriptive statistics
| Standard deviation | 0.6920024933 |
|---|---|
| Coefficient of variation (CV) | 0.5488987554 |
| Kurtosis | 137.1094145 |
| Mean | 1.260710626 |
| Median Absolute Deviation (MAD) | 0.1081818182 |
| Skewness | 10.15401453 |
| Sum | 2288.189786 |
| Variance | 0.4788674508 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.02 | 56 | 3.1% |
| 1.03 | 55 | 3.0% |
| 1.04 | 49 | 2.7% |
| 0.99 | 47 | 2.6% |
| 1.06 | 47 | 2.6% |
| 1.07 | 44 | 2.4% |
| 1.05 | 43 | 2.3% |
| 1.13 | 43 | 2.3% |
| 0.96 | 43 | 2.3% |
| 0.97 | 41 | 2.2% |
| Other values (604) | 1347 |
| Value | Count | Frequency (%) |
| 0.84 | 3 | |
| 0.85 | 2 | |
| 0.86 | 1 | 0.1% |
| 0.875 | 1 | 0.1% |
| 0.8773684211 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 13.48 | 1 | |
| 11.63384615 | 1 | |
| 11.57 | 1 | |
| 9.61 | 1 | |
| 8.63 | 1 |
| Distinct | 244 |
|---|---|
| Distinct (%) | 13.4% |
| Missing | 9 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01733352224 |
|---|---|
| Minimum | 0 |
| Maximum | 0.12 |
| Zeros | 221 |
| Zeros (%) | 12.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.01 |
| median | 0.0125 |
| Q3 | 0.02 |
| 95-th percentile | 0.05 |
| Maximum | 0.12 |
| Range | 0.12 |
| Interquartile range (IQR) | 0.01 |
Descriptive statistics
| Standard deviation | 0.01590933282 |
|---|---|
| Coefficient of variation (CV) | 0.9178361217 |
| Kurtosis | 6.822797714 |
| Mean | 0.01733352224 |
| Median Absolute Deviation (MAD) | 0.0075 |
| Skewness | 2.107390166 |
| Sum | 31.66834513 |
| Variance | 0.0002531068709 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.01 | 445 | |
| 0.02 | 300 | |
| 0 | 221 | 12.0% |
| 0.03 | 119 | 6.5% |
| 0.04 | 47 | 2.6% |
| 0.05 | 29 | 1.6% |
| 0.06 | 22 | 1.2% |
| 0.005 | 22 | 1.2% |
| 0.01666666667 | 20 | 1.1% |
| 0.015 | 20 | 1.1% |
| Other values (234) | 582 |
| Value | Count | Frequency (%) |
| 0 | 221 | |
| 0.0008333333333 | 1 | 0.1% |
| 0.0009090909091 | 1 | 0.1% |
| 0.001 | 2 | 0.1% |
| 0.001111111111 | 4 | 0.2% |
| Value | Count | Frequency (%) |
| 0.12 | 2 | |
| 0.1109090909 | 1 | 0.1% |
| 0.11 | 1 | 0.1% |
| 0.1 | 4 | |
| 0.098 | 1 | 0.1% |
mean_corpuscular_hemoglobin
Real number (ℝ≥0)
| Distinct | 827 |
|---|---|
| Distinct (%) | 45.3% |
| Missing | 9 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.11319089 |
|---|---|
| Minimum | 20.4 |
| Maximum | 50.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 20.4 |
|---|---|
| 5-th percentile | 27.22222222 |
| Q1 | 29.83818182 |
| median | 31 |
| Q3 | 32.32727273 |
| 95-th percentile | 35.114 |
| Maximum | 50.8 |
| Range | 30.4 |
| Interquartile range (IQR) | 2.489090909 |
Descriptive statistics
| Standard deviation | 2.930771109 |
|---|---|
| Coefficient of variation (CV) | 0.09419706002 |
| Kurtosis | 9.48272382 |
| Mean | 31.11319089 |
| Median Absolute Deviation (MAD) | 1.223076923 |
| Skewness | 1.17651155 |
| Sum | 56843.79975 |
| Variance | 8.589419295 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 31.5 | 42 | 2.3% |
| 30.1 | 36 | 2.0% |
| 30.7 | 29 | 1.6% |
| 32.6 | 28 | 1.5% |
| 30.9 | 28 | 1.5% |
| 31 | 27 | 1.5% |
| 31.7 | 25 | 1.4% |
| 32.1 | 24 | 1.3% |
| 30.2 | 22 | 1.2% |
| 30.3 | 22 | 1.2% |
| Other values (817) | 1544 |
| Value | Count | Frequency (%) |
| 20.4 | 1 | 0.1% |
| 20.53333333 | 1 | 0.1% |
| 20.58333333 | 1 | 0.1% |
| 20.7 | 1 | 0.1% |
| 20.8 | 6 |
| Value | Count | Frequency (%) |
| 50.8 | 2 | |
| 49.8 | 4 | |
| 47.9 | 1 | 0.1% |
| 47.24545455 | 1 | 0.1% |
| 46.32727273 | 1 | 0.1% |
| Distinct | 688 |
|---|---|
| Distinct (%) | 42.3% |
| Missing | 211 |
| Missing (%) | 11.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.95828552 |
|---|---|
| Minimum | 21.8 |
| Maximum | 144 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 21.8 |
|---|---|
| 5-th percentile | 31.11428571 |
| Q1 | 35.8 |
| median | 39.71818182 |
| Q3 | 44.2 |
| 95-th percentile | 55.48 |
| Maximum | 144 |
| Range | 122.2 |
| Interquartile range (IQR) | 8.4 |
Descriptive statistics
| Standard deviation | 9.012376307 |
|---|---|
| Coefficient of variation (CV) | 0.2200379287 |
| Kurtosis | 38.52979531 |
| Mean | 40.95828552 |
| Median Absolute Deviation (MAD) | 4.281818182 |
| Skewness | 4.255056515 |
| Sum | 66557.21397 |
| Variance | 81.22292671 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 34.7 | 28 | 1.5% |
| 38.9 | 24 | 1.3% |
| 37.9 | 23 | 1.3% |
| 40.2 | 20 | 1.1% |
| 42.3 | 16 | 0.9% |
| 38.3 | 16 | 0.9% |
| 41.3 | 16 | 0.9% |
| 46 | 16 | 0.9% |
| 45.7 | 16 | 0.9% |
| 34.2 | 15 | 0.8% |
| Other values (678) | 1435 | |
| (Missing) | 211 | 11.5% |
| Value | Count | Frequency (%) |
| 21.8 | 7 | |
| 25.6 | 1 | 0.1% |
| 26.5 | 1 | 0.1% |
| 26.72222222 | 1 | 0.1% |
| 26.94444444 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 144 | 1 | |
| 141.25 | 1 | |
| 137.72 | 1 | |
| 137.2 | 1 | |
| 106.4 | 1 |
| Distinct | 1044 |
|---|---|
| Distinct (%) | 57.7% |
| Missing | 28 |
| Missing (%) | 1.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.55810191 |
|---|---|
| Minimum | 0.1 |
| Maximum | 320 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.66525 |
| Q1 | 10.01875 |
| median | 53.4 |
| Q3 | 116.5 |
| 95-th percentile | 237.645 |
| Maximum | 320 |
| Range | 319.9 |
| Interquartile range (IQR) | 106.48125 |
Descriptive statistics
| Standard deviation | 76.16509073 |
|---|---|
| Coefficient of variation (CV) | 1.008033405 |
| Kurtosis | 0.5300952268 |
| Mean | 75.55810191 |
| Median Absolute Deviation (MAD) | 48.1 |
| Skewness | 1.111755311 |
| Sum | 136609.0483 |
| Variance | 5801.121046 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.6 | 21 | 1.1% |
| 0.4 | 20 | 1.1% |
| 0.5 | 17 | 0.9% |
| 0.2 | 14 | 0.8% |
| 0.9 | 14 | 0.8% |
| 2.4 | 13 | 0.7% |
| 18.3 | 12 | 0.7% |
| 0.8 | 12 | 0.7% |
| 1.1 | 12 | 0.7% |
| 2.2 | 11 | 0.6% |
| Other values (1034) | 1662 | |
| (Missing) | 28 | 1.5% |
| Value | Count | Frequency (%) |
| 0.1 | 2 | 0.1% |
| 0.1666666667 | 1 | 0.1% |
| 0.2 | 14 | |
| 0.3 | 7 | |
| 0.34 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 320 | 6 | |
| 313.8944444 | 1 | 0.1% |
| 313.2083333 | 1 | 0.1% |
| 313 | 1 | 0.1% |
| 312.3428571 | 1 | 0.1% |
| Distinct | 28 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 361 |
| Missing (%) | 19.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.09529123569 |
|---|---|
| Minimum | 0.05 |
| Maximum | 0.27 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 0.05 |
|---|---|
| 5-th percentile | 0.06 |
| Q1 | 0.07 |
| median | 0.08 |
| Q3 | 0.1 |
| 95-th percentile | 0.17 |
| Maximum | 0.27 |
| Range | 0.22 |
| Interquartile range (IQR) | 0.03 |
Descriptive statistics
| Standard deviation | 0.03583676819 |
|---|---|
| Coefficient of variation (CV) | 0.376076225 |
| Kurtosis | 4.364015242 |
| Mean | 0.09529123569 |
| Median Absolute Deviation (MAD) | 0.01 |
| Skewness | 1.931992655 |
| Sum | 140.5545726 |
| Variance | 0.001284273954 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 0.07 | 307 | |
| 0.08 | 291 | |
| 0.09 | 223 | |
| 0.1 | 185 | |
| 0.06 | 108 | 5.9% |
| 0.11 | 67 | 3.6% |
| 0.13 | 47 | 2.6% |
| 0.14 | 43 | 2.3% |
| 0.05 | 32 | 1.7% |
| 0.15 | 29 | 1.6% |
| Other values (18) | 143 | 7.8% |
| (Missing) | 361 |
| Value | Count | Frequency (%) |
| 0.05 | 32 | 1.7% |
| 0.06 | 108 | 5.9% |
| 0.06384615385 | 1 | 0.1% |
| 0.07 | 307 | |
| 0.08 | 291 |
| Value | Count | Frequency (%) |
| 0.27 | 7 | 0.4% |
| 0.24 | 5 | 0.3% |
| 0.22 | 7 | 0.4% |
| 0.21 | 19 | |
| 0.2044444444 | 1 | 0.1% |
serum_sodium
Real number (ℝ≥0)
| Distinct | 948 |
|---|---|
| Distinct (%) | 52.0% |
| Missing | 12 |
| Missing (%) | 0.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 140.9809182 |
|---|---|
| Minimum | 115.4 |
| Maximum | 179.65 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 115.4 |
|---|---|
| 5-th percentile | 132.28775 |
| Q1 | 137.6 |
| median | 140.3 |
| Q3 | 142.8175 |
| 95-th percentile | 154.3918182 |
| Maximum | 179.65 |
| Range | 64.25 |
| Interquartile range (IQR) | 5.2175 |
Descriptive statistics
| Standard deviation | 6.746241705 |
|---|---|
| Coefficient of variation (CV) | 0.04785216176 |
| Kurtosis | 5.629875336 |
| Mean | 140.9809182 |
| Median Absolute Deviation (MAD) | 2.6 |
| Skewness | 1.36769733 |
| Sum | 257149.1949 |
| Variance | 45.51177714 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 141.1 | 23 | 1.3% |
| 140.7 | 21 | 1.1% |
| 140.3 | 20 | 1.1% |
| 138 | 19 | 1.0% |
| 138.7 | 17 | 0.9% |
| 139.7 | 16 | 0.9% |
| 138.4 | 16 | 0.9% |
| 142.7 | 15 | 0.8% |
| 138.2 | 15 | 0.8% |
| 139.8 | 15 | 0.8% |
| Other values (938) | 1647 |
| Value | Count | Frequency (%) |
| 115.4 | 2 | |
| 117.8 | 1 | |
| 117.8666667 | 1 | |
| 118.7666667 | 1 | |
| 118.8777778 | 1 |
| Value | Count | Frequency (%) |
| 179.65 | 1 | |
| 179.6 | 1 | |
| 179.55 | 1 | |
| 179.5 | 2 | |
| 172.8 | 1 |
| Distinct | 611 |
|---|---|
| Distinct (%) | 34.0% |
| Missing | 41 |
| Missing (%) | 2.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2053412845 |
|---|---|
| Minimum | 0.01 |
| Maximum | 0.51 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.0576 |
| Q1 | 0.14 |
| median | 0.2 |
| Q3 | 0.26 |
| 95-th percentile | 0.37 |
| Maximum | 0.51 |
| Range | 0.5 |
| Interquartile range (IQR) | 0.12 |
Descriptive statistics
| Standard deviation | 0.09337949246 |
|---|---|
| Coefficient of variation (CV) | 0.4547526461 |
| Kurtosis | 0.09863131249 |
| Mean | 0.2053412845 |
| Median Absolute Deviation (MAD) | 0.06 |
| Skewness | 0.4347857437 |
| Sum | 368.5876056 |
| Variance | 0.008719729613 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.16 | 77 | 4.2% |
| 0.18 | 60 | 3.3% |
| 0.13 | 54 | 2.9% |
| 0.2 | 46 | 2.5% |
| 0.14 | 45 | 2.5% |
| 0.19 | 42 | 2.3% |
| 0.24 | 41 | 2.2% |
| 0.25 | 39 | 2.1% |
| 0.21 | 38 | 2.1% |
| 0.1 | 35 | 1.9% |
| Other values (601) | 1318 | |
| (Missing) | 41 | 2.2% |
| Value | Count | Frequency (%) |
| 0.01 | 7 | |
| 0.02 | 4 | |
| 0.022 | 1 | 0.1% |
| 0.02714285714 | 1 | 0.1% |
| 0.03285714286 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0.51 | 7 | |
| 0.5 | 1 | 0.1% |
| 0.49 | 3 | |
| 0.4866666667 | 1 | 0.1% |
| 0.48 | 1 | 0.1% |
| Distinct | 252 |
|---|---|
| Distinct (%) | 16.0% |
| Missing | 261 |
| Missing (%) | 14.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.82717095 |
|---|---|
| Minimum | 1 |
| Maximum | 110 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4.28 |
| Q1 | 17 |
| median | 31 |
| Q3 | 48 |
| 95-th percentile | 87 |
| Maximum | 110 |
| Range | 109 |
| Interquartile range (IQR) | 31 |
Descriptive statistics
| Standard deviation | 24.68474052 |
|---|---|
| Coefficient of variation (CV) | 0.6889949685 |
| Kurtosis | -0.01230335295 |
| Mean | 35.82717095 |
| Median Absolute Deviation (MAD) | 15.42857143 |
| Skewness | 0.834212199 |
| Sum | 56427.79425 |
| Variance | 609.3364146 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 40 | 53 | 2.9% |
| 20 | 51 | 2.8% |
| 25 | 50 | 2.7% |
| 8 | 49 | 2.7% |
| 31 | 46 | 2.5% |
| 2 | 44 | 2.4% |
| 28 | 43 | 2.3% |
| 39 | 40 | 2.2% |
| 14 | 35 | 1.9% |
| 38 | 35 | 1.9% |
| Other values (242) | 1129 | |
| (Missing) | 261 | 14.2% |
| Value | Count | Frequency (%) |
| 1 | 7 | 0.4% |
| 2 | 44 | |
| 3 | 7 | 0.4% |
| 3.666666667 | 1 | 0.1% |
| 3.909090909 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 110 | 1 | 0.1% |
| 106 | 4 | |
| 104.4 | 1 | 0.1% |
| 104 | 4 | |
| 102 | 1 | 0.1% |
glutamic_pyruvic_transaminase
Real number (ℝ≥0)
| Distinct | 708 |
|---|---|
| Distinct (%) | 38.8% |
| Missing | 9 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.61664174 |
|---|---|
| Minimum | 5 |
| Maximum | 1600 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 8.845454545 |
| Q1 | 16.85416667 |
| median | 24.71428571 |
| Q3 | 41 |
| 95-th percentile | 96.46666667 |
| Maximum | 1600 |
| Range | 1595 |
| Interquartile range (IQR) | 24.14583333 |
Descriptive statistics
| Standard deviation | 75.34600907 |
|---|---|
| Coefficient of variation (CV) | 1.951127951 |
| Kurtosis | 245.5709114 |
| Mean | 38.61664174 |
| Median Absolute Deviation (MAD) | 10.28571429 |
| Skewness | 13.82918997 |
| Sum | 70552.60446 |
| Variance | 5677.021082 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 20 | 51 | 2.8% |
| 15 | 46 | 2.5% |
| 19 | 42 | 2.3% |
| 17 | 39 | 2.1% |
| 16 | 36 | 2.0% |
| 22 | 32 | 1.7% |
| 23 | 31 | 1.7% |
| 13 | 30 | 1.6% |
| 21 | 30 | 1.6% |
| 12 | 29 | 1.6% |
| Other values (698) | 1461 |
| Value | Count | Frequency (%) |
| 5 | 15 | |
| 5.125 | 1 | 0.1% |
| 5.166666667 | 1 | 0.1% |
| 5.4 | 1 | 0.1% |
| 5.5 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 1600 | 1 | |
| 1554 | 1 | |
| 1295 | 1 | |
| 744 | 2 | |
| 666 | 1 |
egfr
Real number (ℝ≥0)
| Distinct | 1203 |
|---|---|
| Distinct (%) | 65.8% |
| Missing | 9 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83.41054818 |
|---|---|
| Minimum | 2 |
| Maximum | 217.16 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 20.21 |
| Q1 | 67.2 |
| median | 88.5 |
| Q3 | 105 |
| 95-th percentile | 124.6 |
| Maximum | 217.16 |
| Range | 215.16 |
| Interquartile range (IQR) | 37.8 |
Descriptive statistics
| Standard deviation | 30.63729251 |
|---|---|
| Coefficient of variation (CV) | 0.3673071713 |
| Kurtosis | 0.519849614 |
| Mean | 83.41054818 |
| Median Absolute Deviation (MAD) | 18.5 |
| Skewness | -0.484265426 |
| Sum | 152391.0715 |
| Variance | 938.6436922 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 99.6 | 10 | 0.5% |
| 70.3 | 10 | 0.5% |
| 125 | 9 | 0.5% |
| 79.3 | 9 | 0.5% |
| 100.4 | 8 | 0.4% |
| 116.6 | 8 | 0.4% |
| 47.2 | 8 | 0.4% |
| 96.4 | 7 | 0.4% |
| 118.5 | 7 | 0.4% |
| 67.7 | 7 | 0.4% |
| Other values (1193) | 1744 | |
| (Missing) | 9 | 0.5% |
| Value | Count | Frequency (%) |
| 2 | 1 | 0.1% |
| 2.12 | 1 | 0.1% |
| 2.3 | 2 | |
| 2.4 | 3 | |
| 2.45 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 217.16 | 1 | |
| 213.74 | 1 | |
| 210.32 | 1 | |
| 206.9 | 2 | |
| 140.7 | 2 |
creatinine
Real number (ℝ≥0)
| Distinct | 824 |
|---|---|
| Distinct (%) | 45.1% |
| Missing | 9 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 102.679391 |
|---|---|
| Minimum | 12.2 |
| Maximum | 1497 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 14.5 KiB |
Quantile statistics
| Minimum | 12.2 |
|---|---|
| 5-th percentile | 46 |
| Q1 | 58 |
| median | 76 |
| Q3 | 96 |
| 95-th percentile | 262.4 |
| Maximum | 1497 |
| Range | 1484.8 |
| Interquartile range (IQR) | 38 |
Descriptive statistics
| Standard deviation | 118.7967009 |
|---|---|
| Coefficient of variation (CV) | 1.15696733 |
| Kurtosis | 58.89996906 |
| Mean | 102.679391 |
| Median Absolute Deviation (MAD) | 18.55555556 |
| Skewness | 6.753826268 |
| Sum | 187595.2474 |
| Variance | 14112.65614 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 62 | 28 | 1.5% |
| 58 | 27 | 1.5% |
| 76 | 25 | 1.4% |
| 64 | 24 | 1.3% |
| 66 | 22 | 1.2% |
| 49 | 20 | 1.1% |
| 54 | 20 | 1.1% |
| 47 | 19 | 1.0% |
| 67 | 19 | 1.0% |
| 78 | 19 | 1.0% |
| Other values (814) | 1604 |
| Value | Count | Frequency (%) |
| 12.2 | 1 | 0.1% |
| 12.8 | 1 | 0.1% |
| 13.4 | 1 | 0.1% |
| 14 | 2 | |
| 29 | 3 |
| Value | Count | Frequency (%) |
| 1497 | 1 | |
| 1443.4 | 1 | |
| 1363 | 1 | |
| 1291 | 2 | |
| 1256 | 1 |